library(Seurat)
library(SeuratDisk)
library(reticulate)
library(scrubletR)
library(ggplot2)
library(patchwork)
library(dplyr)
library(data.table)
library(clustree)
library(reshape2)
library(tidyr)
library(tidyverse)
Warning: package ‘tidyverse’ was built under R version 4.3.1Warning: package ‘readr’ was built under R version 4.3.1Warning: package ‘forcats’ was built under R version 4.3.1Warning: package ‘lubridate’ was built under R version 4.3.1-- Attaching core tidyverse packages ----------------------------------------------------------------------------------------------------------------------------------------------------------- tidyverse 2.0.0 --
v forcats   1.0.0     v readr     2.1.4
v lubridate 1.9.2     v tibble    3.2.1
v purrr     1.0.1     -- Conflicts ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- tidyverse_conflicts() --
x lubridate::%within%() masks IRanges::%within%()
x plyr::arrange()       masks dplyr::arrange()
x data.table::between() masks dplyr::between()
x dplyr::collapse()     masks IRanges::collapse()
x gridExtra::combine()  masks dplyr::combine(), Biobase::combine(), BiocGenerics::combine()
x purrr::compact()      masks plyr::compact()
x plyr::count()         masks dplyr::count(), matrixStats::count()
x plyr::desc()          masks dplyr::desc(), IRanges::desc()
x tidyr::expand()       masks S4Vectors::expand()
x plyr::failwith()      masks dplyr::failwith()
x dplyr::filter()       masks stats::filter()
x data.table::first()   masks dplyr::first(), S4Vectors::first()
x lubridate::hour()     masks data.table::hour()
x plyr::id()            masks dplyr::id()
x lubridate::isoweek()  masks data.table::isoweek()
x dplyr::lag()          masks stats::lag()
x data.table::last()    masks dplyr::last()
x lubridate::mday()     masks data.table::mday()
x lubridate::minute()   masks data.table::minute()
x lubridate::month()    masks data.table::month()
x plyr::mutate()        masks dplyr::mutate()
x ggplot2::Position()   masks BiocGenerics::Position(), base::Position()
x lubridate::quarter()  masks data.table::quarter()
x purrr::reduce()       masks GenomicRanges::reduce(), IRanges::reduce()
x plyr::rename()        masks dplyr::rename(), S4Vectors::rename()
x lubridate::second()   masks data.table::second(), S4Vectors::second()
x lubridate::second<-() masks S4Vectors::second<-()
x dplyr::slice()        masks IRanges::slice()
x plyr::summarise()     masks dplyr::summarise()
x plyr::summarize()     masks dplyr::summarize()
x purrr::transpose()    masks data.table::transpose()
x lubridate::wday()     masks data.table::wday()
x lubridate::week()     masks data.table::week()
x lubridate::yday()     masks data.table::yday()
x lubridate::year()     masks data.table::year()
i Use the ]8;;http://conflicted.r-lib.org/conflicted package]8;; to force all conflicts to become errors
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/tools/seurat_functions.R")
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/xgboost/xgboost_train.R")
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/xgboost/plottingFxns.R")

obj.opossum.glutamatergic <- readRDS("E:/Transcriptomics_V1/Opossum/seurat/opossum_v1_glutamatergic.rds")

obj.opossum.glutamatergic <- ClusterSCT(obj.opossum.glutamatergic, c(0.1))
Warning: The default method for RunUMAP has changed from calling Python UMAP via reticulate to the R-native UWOT using the cosine metric
To use Python UMAP via reticulate, set umap.method to 'umap-learn' and metric to 'correlation'
This message will be shown once per sessionWarning in paste(condition$message, collapse = "\n") :
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PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.1")
`summarise()` has grouped output by 'active.ident'. You can override using the `.groups` argument.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.


canon.markers <- list(
                    class = c("Slc17a6", "Slc17a7", "Sv2b"),
                    L23 = c("Cux2", "Ccbe1", "Mdga1", "Stard8"),
                    L4 = c("Whrn", "Rorb"),
                    L5IT = c("Bcl11b"),
                    L5NP = c("Nxph1", "Tshz2", "Trhr", "Slc17a8"),
                    L5PT = c("Bcl6", "Erg", "Reln"),
                    L6CT = c("Foxp2", "Syt6"),
                    L6IT = c("Zfp804b", "Cdh9"),
                    L6b = c("Ctgf", "Inpp4b", "Svil")
                      )

# look for canonical markers
DefaultAssay(obj.opossum.glutamatergic) <- "RNA"
Idents(obj.opossum.glutamatergic) <- "SCT_snn_res.0.1"
PlotFeatures(obj.opossum.glutamatergic, canon.markers)
Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.

DotPlot(obj.opossum.glutamatergic, features = canon.markers, cols = c("lightgrey", "red"), scale = FALSE) + 
                         theme(axis.text.x = element_text(angle = 90, vjust = 0.25)) + 
                         theme(panel.background = element_rect(fill = "white", color = NA), plot.background = element_rect(fill = "white", color = NA)) + NoLegend()
Warning: The following requested variables were not found: Nxph1, Bcl6, CtgfWarning: The `facets` argument of `facet_grid()` is deprecated as of ggplot2 2.2.0.
Please use the `rows` argument instead.


obj.opossum.glutamatergic.prefilt <- obj.opossum.glutamatergic
obj.opossum.glutamatergic <- subset(obj.opossum.glutamatergic, idents = c(NA), invert = TRUE)
Error in WhichCells.Seurat(object = x, cells = cells, idents = idents,  : 
  Cannot find the following identities in the object: NA

obj.opossum.glutamatergic <- ClusterSCT(obj.opossum.glutamatergic, c(0.2, 0.5, 1.5))
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PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.1")
`summarise()` has grouped output by 'active.ident'. You can override using the `.groups` argument.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.

canon.markers <- list(
                    class = c("Slc17a6", "Slc17a7", "Sv2b"),
                    L23 = c("Cux2", "Ccbe1", "Mdga1", "Stard8"),
                    L4 = c("Whrn", "Rorb"),
                    L5IT = c("Bcl11b"),
                    L5NP = c("Nxph1", "Tshz2", "Trhr", "Slc17a8"),
                    L5PT = c("Bcl6", "Erg", "Reln"),
                    L6CT = c("Foxp2", "Syt6"),
                    L6IT = c("Zfp804b", "Cdh9"),
                    L6b = c("Ctgf", "Inpp4b", "Svil")
                      )

# look for canonical markers
DefaultAssay(obj.opossum.glutamatergic) <- "RNA"
Idents(obj.opossum.glutamatergic) <- "SCT_snn_res.0.1"
PlotFeatures(obj.opossum.glutamatergic, canon.markers)
Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.

DotPlot(obj.opossum.glutamatergic, features = canon.markers, cols = c("lightgrey", "red"), scale = FALSE) + 
                         theme(axis.text.x = element_text(angle = 90, vjust = 0.25)) + 
                         theme(panel.background = element_rect(fill = "white", color = NA), plot.background = element_rect(fill = "white", color = NA)) + NoLegend()
Warning: The following requested variables were not found: Nxph1, Bcl6, Ctgf


PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.2")
`summarise()` has grouped output by 'active.ident'. You can override using the `.groups` argument.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.


PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.5")
`summarise()` has grouped output by 'active.ident'. You can override using the `.groups` argument.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.


PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.1.5")
`summarise()` has grouped output by 'active.ident'. You can override using the `.groups` argument.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.Scale for x is already present.
Adding another scale for x, which will replace the existing scale.Scale for y is already present.
Adding another scale for y, which will replace the existing scale.


clustree(obj.opossum.glutamatergic, prefix = "SCT_snn_res.")


# identify subclasses at each clustering resolution
# do differential expression for clusters within each subclass
# generate plots of top genes for each

subclass.idx.opossum <- list()

subclass.idx.opossum$SCT_snn_res.0.2$IT_A <- c("1", "2")
subclass.idx.opossum$SCT_snn_res.0.5$IT_A <- c("2", "3", "4", "6", "10")
subclass.idx.opossum$SCT_snn_res.1.5$IT_A <- c("1", "2", "5", "9", "10", "11", "12", "13", "14", "16", "23")

subclass.idx.opossum$SCT_snn_res.0.2$IT_C <- c("4")
subclass.idx.opossum$SCT_snn_res.0.5$IT_C <- c("7", "8")
subclass.idx.opossum$SCT_snn_res.1.5$IT_C <- c("3", "15", "24")

subclass.idx.opossum$SCT_snn_res.0.2$IT_B <- c("5")
subclass.idx.opossum$SCT_snn_res.0.5$IT_B <- c("5")
subclass.idx.opossum$SCT_snn_res.1.5$IT_B <- c("6", "19")

subclass.idx.opossum$SCT_snn_res.0.2$IT_D <- c("7")
subclass.idx.opossum$SCT_snn_res.0.5$IT_D <- c("12")
subclass.idx.opossum$SCT_snn_res.1.5$IT_D <- c("22")

subclass.idx.opossum$SCT_snn_res.0.2$L5PT <- c("6")
subclass.idx.opossum$SCT_snn_res.0.5$L5PT <- c("9")
subclass.idx.opossum$SCT_snn_res.1.5$L5PT <- c("18", "21")

subclass.idx.opossum$SCT_snn_res.0.5$L5NP <- c("11")
subclass.idx.opossum$SCT_snn_res.1.5$L5NP <- c("17")

subclass.idx.opossum$SCT_snn_res.0.2$L6CT <- c("3")
subclass.idx.opossum$SCT_snn_res.0.5$L6CT <- c("1")
subclass.idx.opossum$SCT_snn_res.1.5$L6CT <- c("4", "7", "8", "20")

subclass.idx.opossum$SCT_snn_res.0.5$L6b <- c("13")
subclass.idx.opossum$SCT_snn_res.1.5$L6b <- c("25")

obj.opossum.glutamatergic <- SubclassByIdent(obj.opossum.glutamatergic, subclass.idx.opossum)

subclass.labels <- c("IT_A", "IT_B", "IT_C", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

markers.opossum.glutamatergic <- IdentMarkerDict(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                                        "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_clusters.rds")
Calculating cluster 1

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Calculating cluster 2

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Calculating cluster 2

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Calculating cluster 3

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Calculating cluster 4

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~22s          
  |++                                                | 2 % ~20s          
  |++                                                | 3 % ~18s          
  |+++                                               | 4 % ~18s          
  |+++                                               | 6 % ~17s          
  |++++                                              | 7 % ~17s          
  |++++                                              | 8 % ~17s          
  |+++++                                             | 9 % ~17s          
  |++++++                                            | 10% ~16s          
  |++++++                                            | 11% ~16s          
  |+++++++                                           | 12% ~16s          
  |+++++++                                           | 13% ~16s          
  |++++++++                                          | 15% ~15s          
  |++++++++                                          | 16% ~15s          
  |+++++++++                                         | 17% ~15s          
  |+++++++++                                         | 18% ~15s          
  |++++++++++                                        | 19% ~15s          
  |+++++++++++                                       | 20% ~15s          
  |+++++++++++                                       | 21% ~14s          
  |++++++++++++                                      | 22% ~14s          
  |++++++++++++                                      | 24% ~14s          
  |+++++++++++++                                     | 25% ~14s          
  |+++++++++++++                                     | 26% ~13s          
  |++++++++++++++                                    | 27% ~13s          
  |+++++++++++++++                                   | 28% ~13s          
  |+++++++++++++++                                   | 29% ~13s          
  |++++++++++++++++                                  | 30% ~13s          
  |++++++++++++++++                                  | 31% ~12s          
  |+++++++++++++++++                                 | 33% ~12s          
  |+++++++++++++++++                                 | 34% ~12s          
  |++++++++++++++++++                                | 35% ~12s          
  |++++++++++++++++++                                | 36% ~12s          
  |+++++++++++++++++++                               | 37% ~11s          
  |++++++++++++++++++++                              | 38% ~11s          
  |++++++++++++++++++++                              | 39% ~11s          
  |+++++++++++++++++++++                             | 40% ~11s          
  |+++++++++++++++++++++                             | 42% ~11s          
  |++++++++++++++++++++++                            | 43% ~10s          
  |++++++++++++++++++++++                            | 44% ~10s          
  |+++++++++++++++++++++++                           | 45% ~10s          
  |++++++++++++++++++++++++                          | 46% ~10s          
  |++++++++++++++++++++++++                          | 47% ~10s          
  |+++++++++++++++++++++++++                         | 48% ~09s          
  |+++++++++++++++++++++++++                         | 49% ~09s          
  |++++++++++++++++++++++++++                        | 51% ~09s          
  |++++++++++++++++++++++++++                        | 52% ~09s          
  |+++++++++++++++++++++++++++                       | 53% ~08s          
  |+++++++++++++++++++++++++++                       | 54% ~08s          
  |++++++++++++++++++++++++++++                      | 55% ~08s          
  |+++++++++++++++++++++++++++++                     | 56% ~08s          
  |+++++++++++++++++++++++++++++                     | 57% ~08s          
  |++++++++++++++++++++++++++++++                    | 58% ~07s          
  |++++++++++++++++++++++++++++++                    | 60% ~07s          
  |+++++++++++++++++++++++++++++++                   | 61% ~07s          
  |+++++++++++++++++++++++++++++++                   | 62% ~07s          
  |++++++++++++++++++++++++++++++++                  | 63% ~07s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~06s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~06s          
  |++++++++++++++++++++++++++++++++++                | 66% ~06s          
  |++++++++++++++++++++++++++++++++++                | 67% ~06s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~06s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~05s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~05s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~05s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~04s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~04s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~04s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~04s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=18s  
Calculating cluster 6

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~28s          
  |++                                                | 2 % ~27s          
  |++                                                | 3 % ~28s          
  |+++                                               | 4 % ~29s          
  |+++                                               | 5 % ~29s          
  |++++                                              | 6 % ~29s          
  |++++                                              | 7 % ~29s          
  |+++++                                             | 8 % ~29s          
  |+++++                                             | 9 % ~29s          
  |++++++                                            | 10% ~29s          
  |++++++                                            | 11% ~29s          
  |+++++++                                           | 12% ~28s          
  |+++++++                                           | 13% ~28s          
  |++++++++                                          | 14% ~28s          
  |++++++++                                          | 15% ~28s          
  |+++++++++                                         | 16% ~27s          
  |+++++++++                                         | 17% ~27s          
  |++++++++++                                        | 18% ~27s          
  |++++++++++                                        | 19% ~26s          
  |+++++++++++                                       | 20% ~26s          
  |+++++++++++                                       | 21% ~26s          
  |++++++++++++                                      | 22% ~26s          
  |++++++++++++                                      | 23% ~25s          
  |+++++++++++++                                     | 24% ~25s          
  |+++++++++++++                                     | 26% ~25s          
  |++++++++++++++                                    | 27% ~24s          
  |++++++++++++++                                    | 28% ~24s          
  |+++++++++++++++                                   | 29% ~24s          
  |+++++++++++++++                                   | 30% ~23s          
  |++++++++++++++++                                  | 31% ~23s          
  |++++++++++++++++                                  | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~22s          
  |+++++++++++++++++                                 | 34% ~22s          
  |++++++++++++++++++                                | 35% ~22s          
  |++++++++++++++++++                                | 36% ~21s          
  |+++++++++++++++++++                               | 37% ~21s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~20s          
  |++++++++++++++++++++                              | 40% ~31s          
  |+++++++++++++++++++++                             | 41% ~30s          
  |+++++++++++++++++++++                             | 42% ~29s          
  |++++++++++++++++++++++                            | 43% ~29s          
  |++++++++++++++++++++++                            | 44% ~28s          
  |+++++++++++++++++++++++                           | 45% ~27s          
  |+++++++++++++++++++++++                           | 46% ~27s          
  |++++++++++++++++++++++++                          | 47% ~26s          
  |++++++++++++++++++++++++                          | 48% ~25s          
  |+++++++++++++++++++++++++                         | 49% ~25s          
  |+++++++++++++++++++++++++                         | 50% ~24s          
  |++++++++++++++++++++++++++                        | 51% ~23s          
  |+++++++++++++++++++++++++++                       | 52% ~23s          
  |+++++++++++++++++++++++++++                       | 53% ~22s          
  |++++++++++++++++++++++++++++                      | 54% ~22s          
  |++++++++++++++++++++++++++++                      | 55% ~21s          
  |+++++++++++++++++++++++++++++                     | 56% ~20s          
  |+++++++++++++++++++++++++++++                     | 57% ~20s          
  |++++++++++++++++++++++++++++++                    | 58% ~19s          
  |++++++++++++++++++++++++++++++                    | 59% ~19s          
  |+++++++++++++++++++++++++++++++                   | 60% ~18s          
  |+++++++++++++++++++++++++++++++                   | 61% ~18s          
  |++++++++++++++++++++++++++++++++                  | 62% ~17s          
  |++++++++++++++++++++++++++++++++                  | 63% ~17s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~16s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~16s          
  |++++++++++++++++++++++++++++++++++                | 66% ~15s          
  |++++++++++++++++++++++++++++++++++                | 67% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=40s  
Calculating cluster 10

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~29s          
  |++                                                | 2 % ~31s          
  |++                                                | 3 % ~30s          
  |+++                                               | 4 % ~29s          
  |+++                                               | 5 % ~29s          
  |++++                                              | 6 % ~29s          
  |++++                                              | 7 % ~28s          
  |+++++                                             | 8 % ~28s          
  |+++++                                             | 9 % ~27s          
  |++++++                                            | 10% ~27s          
  |++++++                                            | 11% ~27s          
  |+++++++                                           | 12% ~26s          
  |+++++++                                           | 13% ~26s          
  |++++++++                                          | 14% ~26s          
  |++++++++                                          | 15% ~25s          
  |+++++++++                                         | 16% ~25s          
  |+++++++++                                         | 17% ~25s          
  |++++++++++                                        | 18% ~24s          
  |++++++++++                                        | 19% ~24s          
  |+++++++++++                                       | 20% ~24s          
  |+++++++++++                                       | 21% ~24s          
  |++++++++++++                                      | 22% ~23s          
  |++++++++++++                                      | 23% ~23s          
  |+++++++++++++                                     | 24% ~23s          
  |+++++++++++++                                     | 26% ~23s          
  |++++++++++++++                                    | 27% ~22s          
  |++++++++++++++                                    | 28% ~22s          
  |+++++++++++++++                                   | 29% ~22s          
  |+++++++++++++++                                   | 30% ~21s          
  |++++++++++++++++                                  | 31% ~21s          
  |++++++++++++++++                                  | 32% ~21s          
  |+++++++++++++++++                                 | 33% ~20s          
  |+++++++++++++++++                                 | 34% ~20s          
  |++++++++++++++++++                                | 35% ~20s          
  |++++++++++++++++++                                | 36% ~19s          
  |+++++++++++++++++++                               | 37% ~19s          
  |+++++++++++++++++++                               | 38% ~19s          
  |++++++++++++++++++++                              | 39% ~18s          
  |++++++++++++++++++++                              | 40% ~18s          
  |+++++++++++++++++++++                             | 41% ~18s          
  |+++++++++++++++++++++                             | 42% ~17s          
  |++++++++++++++++++++++                            | 43% ~17s          
  |++++++++++++++++++++++                            | 44% ~17s          
  |+++++++++++++++++++++++                           | 45% ~17s          
  |+++++++++++++++++++++++                           | 46% ~16s          
  |++++++++++++++++++++++++                          | 47% ~16s          
  |++++++++++++++++++++++++                          | 48% ~16s          
  |+++++++++++++++++++++++++                         | 49% ~15s          
  |+++++++++++++++++++++++++                         | 50% ~15s          
  |++++++++++++++++++++++++++                        | 51% ~15s          
  |+++++++++++++++++++++++++++                       | 52% ~14s          
  |+++++++++++++++++++++++++++                       | 53% ~14s          
  |++++++++++++++++++++++++++++                      | 54% ~14s          
  |++++++++++++++++++++++++++++                      | 55% ~14s          
  |+++++++++++++++++++++++++++++                     | 56% ~13s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |++++++++++++++++++++++++++++++                    | 58% ~13s          
  |++++++++++++++++++++++++++++++                    | 59% ~12s          
  |+++++++++++++++++++++++++++++++                   | 60% ~12s          
  |+++++++++++++++++++++++++++++++                   | 61% ~12s          
  |++++++++++++++++++++++++++++++++                  | 62% ~11s          
  |++++++++++++++++++++++++++++++++                  | 63% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~11s          
  |++++++++++++++++++++++++++++++++++                | 66% ~10s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=32s  
Calculating cluster 1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~31s          
  |+                                                 | 2 % ~31s          
  |++                                                | 3 % ~30s          
  |++                                                | 4 % ~30s          
  |+++                                               | 5 % ~29s          
  |+++                                               | 6 % ~29s          
  |++++                                              | 7 % ~29s          
  |++++                                              | 8 % ~29s          
  |+++++                                             | 9 % ~29s          
  |+++++                                             | 10% ~28s          
  |++++++                                            | 11% ~28s          
  |++++++                                            | 12% ~28s          
  |+++++++                                           | 13% ~27s          
  |+++++++                                           | 14% ~27s          
  |++++++++                                          | 15% ~26s          
  |++++++++                                          | 16% ~26s          
  |+++++++++                                         | 17% ~25s          
  |+++++++++                                         | 18% ~25s          
  |++++++++++                                        | 19% ~25s          
  |++++++++++                                        | 20% ~24s          
  |+++++++++++                                       | 21% ~24s          
  |+++++++++++                                       | 22% ~23s          
  |++++++++++++                                      | 23% ~23s          
  |++++++++++++                                      | 24% ~23s          
  |+++++++++++++                                     | 25% ~22s          
  |+++++++++++++                                     | 26% ~22s          
  |++++++++++++++                                    | 27% ~23s          
  |++++++++++++++                                    | 28% ~24s          
  |+++++++++++++++                                   | 29% ~24s          
  |+++++++++++++++                                   | 30% ~24s          
  |++++++++++++++++                                  | 31% ~24s          
  |++++++++++++++++                                  | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~23s          
  |+++++++++++++++++                                 | 34% ~23s          
  |++++++++++++++++++                                | 35% ~22s          
  |++++++++++++++++++                                | 36% ~22s          
  |+++++++++++++++++++                               | 37% ~21s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~20s          
  |++++++++++++++++++++                              | 40% ~20s          
  |+++++++++++++++++++++                             | 41% ~20s          
  |+++++++++++++++++++++                             | 42% ~19s          
  |++++++++++++++++++++++                            | 43% ~19s          
  |++++++++++++++++++++++                            | 44% ~18s          
  |+++++++++++++++++++++++                           | 45% ~18s          
  |+++++++++++++++++++++++                           | 46% ~18s          
  |++++++++++++++++++++++++                          | 47% ~17s          
  |++++++++++++++++++++++++                          | 48% ~17s          
  |+++++++++++++++++++++++++                         | 49% ~16s          
  |+++++++++++++++++++++++++                         | 50% ~16s          
  |++++++++++++++++++++++++++                        | 51% ~16s          
  |++++++++++++++++++++++++++                        | 52% ~15s          
  |+++++++++++++++++++++++++++                       | 53% ~15s          
  |+++++++++++++++++++++++++++                       | 54% ~15s          
  |++++++++++++++++++++++++++++                      | 55% ~14s          
  |++++++++++++++++++++++++++++                      | 56% ~14s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |+++++++++++++++++++++++++++++                     | 58% ~13s          
  |++++++++++++++++++++++++++++++                    | 59% ~13s          
  |++++++++++++++++++++++++++++++                    | 60% ~12s          
  |+++++++++++++++++++++++++++++++                   | 61% ~12s          
  |+++++++++++++++++++++++++++++++                   | 62% ~12s          
  |++++++++++++++++++++++++++++++++                  | 63% ~11s          
  |++++++++++++++++++++++++++++++++                  | 64% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~10s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |++++++++++++++++++++++++++++++++++                | 68% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=29s  
Calculating cluster 2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~18s          
  |++                                                | 2 % ~18s          
  |++                                                | 3 % ~18s          
  |+++                                               | 4 % ~17s          
  |+++                                               | 6 % ~17s          
  |++++                                              | 7 % ~16s          
  |++++                                              | 8 % ~16s          
  |+++++                                             | 9 % ~16s          
  |+++++                                             | 10% ~16s          
  |++++++                                            | 11% ~16s          
  |+++++++                                           | 12% ~16s          
  |+++++++                                           | 13% ~15s          
  |++++++++                                          | 14% ~46s          
  |++++++++                                          | 16% ~44s          
  |+++++++++                                         | 17% ~41s          
  |+++++++++                                         | 18% ~39s          
  |++++++++++                                        | 19% ~37s          
  |++++++++++                                        | 20% ~36s          
  |+++++++++++                                       | 21% ~34s          
  |++++++++++++                                      | 22% ~33s          
  |++++++++++++                                      | 23% ~31s          
  |+++++++++++++                                     | 24% ~30s          
  |+++++++++++++                                     | 26% ~29s          
  |++++++++++++++                                    | 27% ~28s          
  |++++++++++++++                                    | 28% ~27s          
  |+++++++++++++++                                   | 29% ~26s          
  |+++++++++++++++                                   | 30% ~25s          
  |++++++++++++++++                                  | 31% ~25s          
  |+++++++++++++++++                                 | 32% ~24s          
  |+++++++++++++++++                                 | 33% ~23s          
  |++++++++++++++++++                                | 34% ~23s          
  |++++++++++++++++++                                | 36% ~22s          
  |+++++++++++++++++++                               | 37% ~21s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~20s          
  |++++++++++++++++++++                              | 40% ~20s          
  |+++++++++++++++++++++                             | 41% ~19s          
  |++++++++++++++++++++++                            | 42% ~19s          
  |++++++++++++++++++++++                            | 43% ~18s          
  |+++++++++++++++++++++++                           | 44% ~18s          
  |+++++++++++++++++++++++                           | 46% ~17s          
  |++++++++++++++++++++++++                          | 47% ~17s          
  |++++++++++++++++++++++++                          | 48% ~16s          
  |+++++++++++++++++++++++++                         | 49% ~16s          
  |+++++++++++++++++++++++++                         | 50% ~15s          
  |++++++++++++++++++++++++++                        | 51% ~15s          
  |+++++++++++++++++++++++++++                       | 52% ~14s          
  |+++++++++++++++++++++++++++                       | 53% ~14s          
  |++++++++++++++++++++++++++++                      | 54% ~14s          
  |++++++++++++++++++++++++++++                      | 56% ~13s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |+++++++++++++++++++++++++++++                     | 58% ~12s          
  |++++++++++++++++++++++++++++++                    | 59% ~12s          
  |++++++++++++++++++++++++++++++                    | 60% ~12s          
  |+++++++++++++++++++++++++++++++                   | 61% ~11s          
  |++++++++++++++++++++++++++++++++                  | 62% ~11s          
  |++++++++++++++++++++++++++++++++                  | 63% ~10s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~10s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~10s          
  |++++++++++++++++++++++++++++++++++                | 67% ~09s          
  |++++++++++++++++++++++++++++++++++                | 68% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=26s  
Calculating cluster 5

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~25s          
  |++                                                | 2 % ~27s          
  |++                                                | 3 % ~26s          
  |+++                                               | 4 % ~25s          
  |+++                                               | 5 % ~25s          
  |++++                                              | 6 % ~24s          
  |++++                                              | 7 % ~24s          
  |+++++                                             | 8 % ~23s          
  |+++++                                             | 9 % ~23s          
  |++++++                                            | 10% ~23s          
  |++++++                                            | 11% ~22s          
  |+++++++                                           | 12% ~22s          
  |+++++++                                           | 13% ~22s          
  |++++++++                                          | 14% ~22s          
  |++++++++                                          | 15% ~22s          
  |+++++++++                                         | 16% ~22s          
  |+++++++++                                         | 18% ~21s          
  |++++++++++                                        | 19% ~21s          
  |++++++++++                                        | 20% ~21s          
  |+++++++++++                                       | 21% ~20s          
  |+++++++++++                                       | 22% ~20s          
  |++++++++++++                                      | 23% ~20s          
  |++++++++++++                                      | 24% ~20s          
  |+++++++++++++                                     | 25% ~19s          
  |+++++++++++++                                     | 26% ~19s          
  |++++++++++++++                                    | 27% ~19s          
  |++++++++++++++                                    | 28% ~19s          
  |+++++++++++++++                                   | 29% ~19s          
  |+++++++++++++++                                   | 30% ~19s          
  |++++++++++++++++                                  | 31% ~18s          
  |++++++++++++++++                                  | 32% ~18s          
  |+++++++++++++++++                                 | 33% ~18s          
  |++++++++++++++++++                                | 34% ~18s          
  |++++++++++++++++++                                | 35% ~17s          
  |+++++++++++++++++++                               | 36% ~17s          
  |+++++++++++++++++++                               | 37% ~17s          
  |++++++++++++++++++++                              | 38% ~16s          
  |++++++++++++++++++++                              | 39% ~16s          
  |+++++++++++++++++++++                             | 40% ~16s          
  |+++++++++++++++++++++                             | 41% ~16s          
  |++++++++++++++++++++++                            | 42% ~15s          
  |++++++++++++++++++++++                            | 43% ~15s          
  |+++++++++++++++++++++++                           | 44% ~15s          
  |+++++++++++++++++++++++                           | 45% ~14s          
  |++++++++++++++++++++++++                          | 46% ~14s          
  |++++++++++++++++++++++++                          | 47% ~14s          
  |+++++++++++++++++++++++++                         | 48% ~14s          
  |+++++++++++++++++++++++++                         | 49% ~13s          
  |++++++++++++++++++++++++++                        | 51% ~13s          
  |++++++++++++++++++++++++++                        | 52% ~13s          
  |+++++++++++++++++++++++++++                       | 53% ~12s          
  |+++++++++++++++++++++++++++                       | 54% ~12s          
  |++++++++++++++++++++++++++++                      | 55% ~12s          
  |++++++++++++++++++++++++++++                      | 56% ~12s          
  |+++++++++++++++++++++++++++++                     | 57% ~11s          
  |+++++++++++++++++++++++++++++                     | 58% ~11s          
  |++++++++++++++++++++++++++++++                    | 59% ~11s          
  |++++++++++++++++++++++++++++++                    | 60% ~11s          
  |+++++++++++++++++++++++++++++++                   | 61% ~10s          
  |+++++++++++++++++++++++++++++++                   | 62% ~10s          
  |++++++++++++++++++++++++++++++++                  | 63% ~10s          
  |++++++++++++++++++++++++++++++++                  | 64% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~09s          
  |++++++++++++++++++++++++++++++++++                | 67% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~08s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=26s  
Calculating cluster 9

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~37s          
  |++                                                | 2 % ~39s          
  |++                                                | 3 % ~38s          
  |+++                                               | 4 % ~38s          
  |+++                                               | 5 % ~36s          
  |++++                                              | 6 % ~36s          
  |++++                                              | 7 % ~35s          
  |+++++                                             | 8 % ~34s          
  |+++++                                             | 9 % ~34s          
  |++++++                                            | 10% ~33s          
  |++++++                                            | 11% ~33s          
  |+++++++                                           | 12% ~32s          
  |+++++++                                           | 14% ~32s          
  |++++++++                                          | 15% ~32s          
  |++++++++                                          | 16% ~31s          
  |+++++++++                                         | 17% ~31s          
  |+++++++++                                         | 18% ~30s          
  |++++++++++                                        | 19% ~30s          
  |++++++++++                                        | 20% ~30s          
  |+++++++++++                                       | 21% ~30s          
  |+++++++++++                                       | 22% ~29s          
  |++++++++++++                                      | 23% ~29s          
  |++++++++++++                                      | 24% ~28s          
  |+++++++++++++                                     | 25% ~28s          
  |++++++++++++++                                    | 26% ~27s          
  |++++++++++++++                                    | 27% ~27s          
  |+++++++++++++++                                   | 28% ~27s          
  |+++++++++++++++                                   | 29% ~26s          
  |++++++++++++++++                                  | 30% ~26s          
  |++++++++++++++++                                  | 31% ~25s          
  |+++++++++++++++++                                 | 32% ~25s          
  |+++++++++++++++++                                 | 33% ~25s          
  |++++++++++++++++++                                | 34% ~24s          
  |++++++++++++++++++                                | 35% ~24s          
  |+++++++++++++++++++                               | 36% ~24s          
  |+++++++++++++++++++                               | 38% ~24s          
  |++++++++++++++++++++                              | 39% ~23s          
  |++++++++++++++++++++                              | 40% ~23s          
  |+++++++++++++++++++++                             | 41% ~22s          
  |+++++++++++++++++++++                             | 42% ~22s          
  |++++++++++++++++++++++                            | 43% ~22s          
  |++++++++++++++++++++++                            | 44% ~21s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~22s          
  |++++++++++++++++++++++++                          | 47% ~22s          
  |++++++++++++++++++++++++                          | 48% ~22s          
  |+++++++++++++++++++++++++                         | 49% ~22s          
  |+++++++++++++++++++++++++                         | 50% ~22s          
  |++++++++++++++++++++++++++                        | 51% ~21s          
  |+++++++++++++++++++++++++++                       | 52% ~21s          
  |+++++++++++++++++++++++++++                       | 53% ~20s          
  |++++++++++++++++++++++++++++                      | 54% ~20s          
  |++++++++++++++++++++++++++++                      | 55% ~19s          
  |+++++++++++++++++++++++++++++                     | 56% ~19s          
  |+++++++++++++++++++++++++++++                     | 57% ~18s          
  |++++++++++++++++++++++++++++++                    | 58% ~18s          
  |++++++++++++++++++++++++++++++                    | 59% ~17s          
  |+++++++++++++++++++++++++++++++                   | 60% ~17s          
  |+++++++++++++++++++++++++++++++                   | 61% ~16s          
  |++++++++++++++++++++++++++++++++                  | 62% ~16s          
  |++++++++++++++++++++++++++++++++                  | 64% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~14s          
  |++++++++++++++++++++++++++++++++++                | 67% ~14s          
  |++++++++++++++++++++++++++++++++++                | 68% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=40s  
Calculating cluster 10

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~40s          
  |++                                                | 2 % ~39s          
  |++                                                | 3 % ~40s          
  |+++                                               | 4 % ~39s          
  |+++                                               | 5 % ~38s          
  |++++                                              | 6 % ~38s          
  |++++                                              | 7 % ~37s          
  |+++++                                             | 8 % ~36s          
  |+++++                                             | 9 % ~36s          
  |++++++                                            | 10% ~35s          
  |++++++                                            | 11% ~35s          
  |+++++++                                           | 12% ~34s          
  |+++++++                                           | 14% ~34s          
  |++++++++                                          | 15% ~33s          
  |++++++++                                          | 16% ~33s          
  |+++++++++                                         | 17% ~32s          
  |+++++++++                                         | 18% ~32s          
  |++++++++++                                        | 19% ~32s          
  |++++++++++                                        | 20% ~31s          
  |+++++++++++                                       | 21% ~31s          
  |+++++++++++                                       | 22% ~31s          
  |++++++++++++                                      | 23% ~30s          
  |++++++++++++                                      | 24% ~30s          
  |+++++++++++++                                     | 25% ~29s          
  |++++++++++++++                                    | 26% ~29s          
  |++++++++++++++                                    | 27% ~29s          
  |+++++++++++++++                                   | 28% ~28s          
  |+++++++++++++++                                   | 29% ~28s          
  |++++++++++++++++                                  | 30% ~27s          
  |++++++++++++++++                                  | 31% ~27s          
  |+++++++++++++++++                                 | 32% ~27s          
  |+++++++++++++++++                                 | 33% ~26s          
  |++++++++++++++++++                                | 34% ~26s          
  |++++++++++++++++++                                | 35% ~25s          
  |+++++++++++++++++++                               | 36% ~25s          
  |+++++++++++++++++++                               | 38% ~25s          
  |++++++++++++++++++++                              | 39% ~24s          
  |++++++++++++++++++++                              | 40% ~24s          
  |+++++++++++++++++++++                             | 41% ~23s          
  |+++++++++++++++++++++                             | 42% ~23s          
  |++++++++++++++++++++++                            | 43% ~23s          
  |++++++++++++++++++++++                            | 44% ~22s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~21s          
  |++++++++++++++++++++++++                          | 47% ~21s          
  |++++++++++++++++++++++++                          | 48% ~21s          
  |+++++++++++++++++++++++++                         | 49% ~20s          
  |+++++++++++++++++++++++++                         | 50% ~20s          
  |++++++++++++++++++++++++++                        | 51% ~19s          
  |+++++++++++++++++++++++++++                       | 52% ~19s          
  |+++++++++++++++++++++++++++                       | 53% ~18s          
  |++++++++++++++++++++++++++++                      | 54% ~18s          
  |++++++++++++++++++++++++++++                      | 55% ~18s          
  |+++++++++++++++++++++++++++++                     | 56% ~17s          
  |+++++++++++++++++++++++++++++                     | 57% ~17s          
  |++++++++++++++++++++++++++++++                    | 58% ~16s          
  |++++++++++++++++++++++++++++++                    | 59% ~16s          
  |+++++++++++++++++++++++++++++++                   | 60% ~16s          
  |+++++++++++++++++++++++++++++++                   | 61% ~15s          
  |++++++++++++++++++++++++++++++++                  | 62% ~15s          
  |++++++++++++++++++++++++++++++++                  | 64% ~14s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~14s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~13s          
  |++++++++++++++++++++++++++++++++++                | 67% ~13s          
  |++++++++++++++++++++++++++++++++++                | 68% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~12s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~11s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~10s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~09s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=46s  
Calculating cluster 11

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~38s          
  |++                                                | 2 % ~38s          
  |++                                                | 3 % ~37s          
  |+++                                               | 4 % ~35s          
  |+++                                               | 5 % ~35s          
  |++++                                              | 6 % ~34s          
  |++++                                              | 8 % ~33s          
  |+++++                                             | 9 % ~32s          
  |+++++                                             | 10% ~32s          
  |++++++                                            | 11% ~31s          
  |++++++                                            | 12% ~31s          
  |+++++++                                           | 13% ~30s          
  |+++++++                                           | 14% ~30s          
  |++++++++                                          | 15% ~29s          
  |+++++++++                                         | 16% ~29s          
  |+++++++++                                         | 17% ~28s          
  |++++++++++                                        | 18% ~28s          
  |++++++++++                                        | 19% ~28s          
  |+++++++++++                                       | 20% ~27s          
  |+++++++++++                                       | 22% ~27s          
  |++++++++++++                                      | 23% ~26s          
  |++++++++++++                                      | 24% ~26s          
  |+++++++++++++                                     | 25% ~26s          
  |+++++++++++++                                     | 26% ~25s          
  |++++++++++++++                                    | 27% ~25s          
  |++++++++++++++                                    | 28% ~24s          
  |+++++++++++++++                                   | 29% ~24s          
  |++++++++++++++++                                  | 30% ~24s          
  |++++++++++++++++                                  | 31% ~23s          
  |+++++++++++++++++                                 | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~23s          
  |++++++++++++++++++                                | 34% ~22s          
  |++++++++++++++++++                                | 35% ~22s          
  |+++++++++++++++++++                               | 37% ~22s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~21s          
  |++++++++++++++++++++                              | 40% ~21s          
  |+++++++++++++++++++++                             | 41% ~20s          
  |+++++++++++++++++++++                             | 42% ~20s          
  |++++++++++++++++++++++                            | 43% ~20s          
  |+++++++++++++++++++++++                           | 44% ~19s          
  |+++++++++++++++++++++++                           | 45% ~19s          
  |++++++++++++++++++++++++                          | 46% ~19s          
  |++++++++++++++++++++++++                          | 47% ~18s          
  |+++++++++++++++++++++++++                         | 48% ~18s          
  |+++++++++++++++++++++++++                         | 49% ~18s          
  |++++++++++++++++++++++++++                        | 51% ~17s          
  |++++++++++++++++++++++++++                        | 52% ~17s          
  |+++++++++++++++++++++++++++                       | 53% ~16s          
  |+++++++++++++++++++++++++++                       | 54% ~16s          
  |++++++++++++++++++++++++++++                      | 55% ~16s          
  |++++++++++++++++++++++++++++                      | 56% ~15s          
  |+++++++++++++++++++++++++++++                     | 57% ~15s          
  |++++++++++++++++++++++++++++++                    | 58% ~15s          
  |++++++++++++++++++++++++++++++                    | 59% ~14s          
  |+++++++++++++++++++++++++++++++                   | 60% ~14s          
  |+++++++++++++++++++++++++++++++                   | 61% ~14s          
  |++++++++++++++++++++++++++++++++                  | 62% ~13s          
  |++++++++++++++++++++++++++++++++                  | 63% ~13s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~12s          
  |++++++++++++++++++++++++++++++++++                | 67% ~12s          
  |++++++++++++++++++++++++++++++++++                | 68% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~09s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~08s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=35s  
Calculating cluster 12

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~31s          
  |++                                                | 2 % ~31s          
  |++                                                | 3 % ~31s          
  |+++                                               | 4 % ~29s          
  |+++                                               | 5 % ~29s          
  |++++                                              | 6 % ~29s          
  |++++                                              | 7 % ~29s          
  |+++++                                             | 9 % ~29s          
  |+++++                                             | 10% ~29s          
  |++++++                                            | 11% ~28s          
  |++++++                                            | 12% ~28s          
  |+++++++                                           | 13% ~27s          
  |+++++++                                           | 14% ~27s          
  |++++++++                                          | 15% ~26s          
  |++++++++                                          | 16% ~26s          
  |+++++++++                                         | 17% ~25s          
  |++++++++++                                        | 18% ~25s          
  |++++++++++                                        | 19% ~25s          
  |+++++++++++                                       | 20% ~24s          
  |+++++++++++                                       | 21% ~24s          
  |++++++++++++                                      | 22% ~24s          
  |++++++++++++                                      | 23% ~23s          
  |+++++++++++++                                     | 24% ~23s          
  |+++++++++++++                                     | 26% ~23s          
  |++++++++++++++                                    | 27% ~22s          
  |++++++++++++++                                    | 28% ~22s          
  |+++++++++++++++                                   | 29% ~22s          
  |+++++++++++++++                                   | 30% ~21s          
  |++++++++++++++++                                  | 31% ~21s          
  |++++++++++++++++                                  | 32% ~21s          
  |+++++++++++++++++                                 | 33% ~20s          
  |++++++++++++++++++                                | 34% ~20s          
  |++++++++++++++++++                                | 35% ~19s          
  |+++++++++++++++++++                               | 36% ~19s          
  |+++++++++++++++++++                               | 37% ~19s          
  |++++++++++++++++++++                              | 38% ~18s          
  |++++++++++++++++++++                              | 39% ~18s          
  |+++++++++++++++++++++                             | 40% ~18s          
  |+++++++++++++++++++++                             | 41% ~18s          
  |++++++++++++++++++++++                            | 43% ~17s          
  |++++++++++++++++++++++                            | 44% ~17s          
  |+++++++++++++++++++++++                           | 45% ~17s          
  |+++++++++++++++++++++++                           | 46% ~16s          
  |++++++++++++++++++++++++                          | 47% ~16s          
  |++++++++++++++++++++++++                          | 48% ~16s          
  |+++++++++++++++++++++++++                         | 49% ~15s          
  |+++++++++++++++++++++++++                         | 50% ~15s          
  |++++++++++++++++++++++++++                        | 51% ~15s          
  |+++++++++++++++++++++++++++                       | 52% ~14s          
  |+++++++++++++++++++++++++++                       | 53% ~14s          
  |++++++++++++++++++++++++++++                      | 54% ~14s          
  |++++++++++++++++++++++++++++                      | 55% ~13s          
  |+++++++++++++++++++++++++++++                     | 56% ~13s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |++++++++++++++++++++++++++++++                    | 59% ~13s          
  |++++++++++++++++++++++++++++++                    | 60% ~12s          
  |+++++++++++++++++++++++++++++++                   | 61% ~12s          
  |+++++++++++++++++++++++++++++++                   | 62% ~12s          
  |++++++++++++++++++++++++++++++++                  | 63% ~11s          
  |++++++++++++++++++++++++++++++++                  | 64% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~10s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=29s  
Calculating cluster 13

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~19s          
  |++                                                | 2 % ~20s          
  |++                                                | 3 % ~19s          
  |+++                                               | 4 % ~20s          
  |+++                                               | 5 % ~19s          
  |++++                                              | 6 % ~19s          
  |++++                                              | 7 % ~19s          
  |+++++                                             | 8 % ~19s          
  |+++++                                             | 9 % ~18s          
  |++++++                                            | 10% ~19s          
  |++++++                                            | 11% ~18s          
  |+++++++                                           | 12% ~18s          
  |+++++++                                           | 13% ~18s          
  |++++++++                                          | 14% ~18s          
  |++++++++                                          | 15% ~17s          
  |+++++++++                                         | 16% ~17s          
  |+++++++++                                         | 18% ~17s          
  |++++++++++                                        | 19% ~17s          
  |++++++++++                                        | 20% ~17s          
  |+++++++++++                                       | 21% ~16s          
  |+++++++++++                                       | 22% ~16s          
  |++++++++++++                                      | 23% ~16s          
  |++++++++++++                                      | 24% ~16s          
  |+++++++++++++                                     | 25% ~15s          
  |+++++++++++++                                     | 26% ~15s          
  |++++++++++++++                                    | 27% ~15s          
  |++++++++++++++                                    | 28% ~15s          
  |+++++++++++++++                                   | 29% ~15s          
  |+++++++++++++++                                   | 30% ~14s          
  |++++++++++++++++                                  | 31% ~14s          
  |++++++++++++++++                                  | 32% ~14s          
  |+++++++++++++++++                                 | 33% ~14s          
  |++++++++++++++++++                                | 34% ~13s          
  |++++++++++++++++++                                | 35% ~13s          
  |+++++++++++++++++++                               | 36% ~13s          
  |+++++++++++++++++++                               | 37% ~13s          
  |++++++++++++++++++++                              | 38% ~13s          
  |++++++++++++++++++++                              | 39% ~12s          
  |+++++++++++++++++++++                             | 40% ~12s          
  |+++++++++++++++++++++                             | 41% ~12s          
  |++++++++++++++++++++++                            | 42% ~12s          
  |++++++++++++++++++++++                            | 43% ~12s          
  |+++++++++++++++++++++++                           | 44% ~11s          
  |+++++++++++++++++++++++                           | 45% ~11s          
  |++++++++++++++++++++++++                          | 46% ~11s          
  |++++++++++++++++++++++++                          | 47% ~11s          
  |+++++++++++++++++++++++++                         | 48% ~10s          
  |+++++++++++++++++++++++++                         | 49% ~10s          
  |++++++++++++++++++++++++++                        | 51% ~10s          
  |++++++++++++++++++++++++++                        | 52% ~10s          
  |+++++++++++++++++++++++++++                       | 53% ~10s          
  |+++++++++++++++++++++++++++                       | 54% ~09s          
  |++++++++++++++++++++++++++++                      | 55% ~09s          
  |++++++++++++++++++++++++++++                      | 56% ~09s          
  |+++++++++++++++++++++++++++++                     | 57% ~09s          
  |+++++++++++++++++++++++++++++                     | 58% ~09s          
  |++++++++++++++++++++++++++++++                    | 59% ~08s          
  |++++++++++++++++++++++++++++++                    | 60% ~08s          
  |+++++++++++++++++++++++++++++++                   | 61% ~08s          
  |+++++++++++++++++++++++++++++++                   | 62% ~08s          
  |++++++++++++++++++++++++++++++++                  | 63% ~08s          
  |++++++++++++++++++++++++++++++++                  | 64% ~07s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~07s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~07s          
  |++++++++++++++++++++++++++++++++++                | 67% ~07s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~07s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~06s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~06s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~05s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~05s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~04s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=20s  
Calculating cluster 14

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~29s          
  |++                                                | 2 % ~28s          
  |++                                                | 3 % ~28s          
  |+++                                               | 4 % ~28s          
  |+++                                               | 5 % ~28s          
  |++++                                              | 6 % ~28s          
  |++++                                              | 7 % ~29s          
  |+++++                                             | 8 % ~28s          
  |+++++                                             | 9 % ~28s          
  |++++++                                            | 10% ~27s          
  |++++++                                            | 11% ~27s          
  |+++++++                                           | 12% ~27s          
  |+++++++                                           | 13% ~26s          
  |++++++++                                          | 14% ~26s          
  |++++++++                                          | 15% ~26s          
  |+++++++++                                         | 16% ~25s          
  |+++++++++                                         | 18% ~25s          
  |++++++++++                                        | 19% ~25s          
  |++++++++++                                        | 20% ~25s          
  |+++++++++++                                       | 21% ~24s          
  |+++++++++++                                       | 22% ~24s          
  |++++++++++++                                      | 23% ~24s          
  |++++++++++++                                      | 24% ~24s          
  |+++++++++++++                                     | 25% ~24s          
  |+++++++++++++                                     | 26% ~24s          
  |++++++++++++++                                    | 27% ~23s          
  |++++++++++++++                                    | 28% ~23s          
  |+++++++++++++++                                   | 29% ~23s          
  |+++++++++++++++                                   | 30% ~23s          
  |++++++++++++++++                                  | 31% ~22s          
  |++++++++++++++++                                  | 32% ~22s          
  |+++++++++++++++++                                 | 33% ~37s          
  |++++++++++++++++++                                | 34% ~36s          
  |++++++++++++++++++                                | 35% ~35s          
  |+++++++++++++++++++                               | 36% ~34s          
  |+++++++++++++++++++                               | 37% ~33s          
  |++++++++++++++++++++                              | 38% ~32s          
  |++++++++++++++++++++                              | 39% ~31s          
  |+++++++++++++++++++++                             | 40% ~31s          
  |+++++++++++++++++++++                             | 41% ~30s          
  |++++++++++++++++++++++                            | 42% ~29s          
  |++++++++++++++++++++++                            | 43% ~28s          
  |+++++++++++++++++++++++                           | 44% ~28s          
  |+++++++++++++++++++++++                           | 45% ~27s          
  |++++++++++++++++++++++++                          | 46% ~26s          
  |++++++++++++++++++++++++                          | 47% ~26s          
  |+++++++++++++++++++++++++                         | 48% ~25s          
  |+++++++++++++++++++++++++                         | 49% ~24s          
  |++++++++++++++++++++++++++                        | 51% ~24s          
  |++++++++++++++++++++++++++                        | 52% ~23s          
  |+++++++++++++++++++++++++++                       | 53% ~23s          
  |+++++++++++++++++++++++++++                       | 54% ~22s          
  |++++++++++++++++++++++++++++                      | 55% ~21s          
  |++++++++++++++++++++++++++++                      | 56% ~21s          
  |+++++++++++++++++++++++++++++                     | 57% ~20s          
  |+++++++++++++++++++++++++++++                     | 58% ~20s          
  |++++++++++++++++++++++++++++++                    | 59% ~19s          
  |++++++++++++++++++++++++++++++                    | 60% ~19s          
  |+++++++++++++++++++++++++++++++                   | 61% ~18s          
  |+++++++++++++++++++++++++++++++                   | 62% ~18s          
  |++++++++++++++++++++++++++++++++                  | 63% ~17s          
  |++++++++++++++++++++++++++++++++                  | 64% ~16s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~16s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~15s          
  |++++++++++++++++++++++++++++++++++                | 67% ~15s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~14s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~13s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~12s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~11s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~11s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=42s  
Calculating cluster 16

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~32s          
  |++                                                | 2 % ~32s          
  |++                                                | 3 % ~31s          
  |+++                                               | 4 % ~31s          
  |+++                                               | 5 % ~30s          
  |++++                                              | 6 % ~30s          
  |++++                                              | 7 % ~29s          
  |+++++                                             | 9 % ~29s          
  |+++++                                             | 10% ~29s          
  |++++++                                            | 11% ~29s          
  |++++++                                            | 12% ~28s          
  |+++++++                                           | 13% ~28s          
  |+++++++                                           | 14% ~28s          
  |++++++++                                          | 15% ~27s          
  |++++++++                                          | 16% ~27s          
  |+++++++++                                         | 17% ~26s          
  |++++++++++                                        | 18% ~26s          
  |++++++++++                                        | 19% ~26s          
  |+++++++++++                                       | 20% ~25s          
  |+++++++++++                                       | 21% ~25s          
  |++++++++++++                                      | 22% ~25s          
  |++++++++++++                                      | 23% ~24s          
  |+++++++++++++                                     | 24% ~24s          
  |+++++++++++++                                     | 26% ~24s          
  |++++++++++++++                                    | 27% ~23s          
  |++++++++++++++                                    | 28% ~23s          
  |+++++++++++++++                                   | 29% ~23s          
  |+++++++++++++++                                   | 30% ~22s          
  |++++++++++++++++                                  | 31% ~22s          
  |++++++++++++++++                                  | 32% ~21s          
  |+++++++++++++++++                                 | 33% ~21s          
  |++++++++++++++++++                                | 34% ~21s          
  |++++++++++++++++++                                | 35% ~20s          
  |+++++++++++++++++++                               | 36% ~20s          
  |+++++++++++++++++++                               | 37% ~20s          
  |++++++++++++++++++++                              | 38% ~19s          
  |++++++++++++++++++++                              | 39% ~19s          
  |+++++++++++++++++++++                             | 40% ~19s          
  |+++++++++++++++++++++                             | 41% ~18s          
  |++++++++++++++++++++++                            | 43% ~18s          
  |++++++++++++++++++++++                            | 44% ~18s          
  |+++++++++++++++++++++++                           | 45% ~17s          
  |+++++++++++++++++++++++                           | 46% ~17s          
  |++++++++++++++++++++++++                          | 47% ~17s          
  |++++++++++++++++++++++++                          | 48% ~16s          
  |+++++++++++++++++++++++++                         | 49% ~16s          
  |+++++++++++++++++++++++++                         | 50% ~16s          
  |++++++++++++++++++++++++++                        | 51% ~15s          
  |+++++++++++++++++++++++++++                       | 52% ~15s          
  |+++++++++++++++++++++++++++                       | 53% ~15s          
  |++++++++++++++++++++++++++++                      | 54% ~14s          
  |++++++++++++++++++++++++++++                      | 55% ~14s          
  |+++++++++++++++++++++++++++++                     | 56% ~14s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |++++++++++++++++++++++++++++++                    | 59% ~13s          
  |++++++++++++++++++++++++++++++                    | 60% ~13s          
  |+++++++++++++++++++++++++++++++                   | 61% ~12s          
  |+++++++++++++++++++++++++++++++                   | 62% ~12s          
  |++++++++++++++++++++++++++++++++                  | 63% ~12s          
  |++++++++++++++++++++++++++++++++                  | 64% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~11s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=32s  
Calculating cluster 23

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~33s          
  |++                                                | 2 % ~33s          
  |++                                                | 3 % ~32s          
  |+++                                               | 4 % ~32s          
  |+++                                               | 5 % ~32s          
  |++++                                              | 6 % ~32s          
  |++++                                              | 7 % ~31s          
  |+++++                                             | 9 % ~31s          
  |+++++                                             | 10% ~31s          
  |++++++                                            | 11% ~31s          
  |++++++                                            | 12% ~31s          
  |+++++++                                           | 13% ~30s          
  |+++++++                                           | 14% ~30s          
  |++++++++                                          | 15% ~29s          
  |++++++++                                          | 16% ~29s          
  |+++++++++                                         | 17% ~29s          
  |++++++++++                                        | 18% ~28s          
  |++++++++++                                        | 19% ~28s          
  |+++++++++++                                       | 20% ~28s          
  |+++++++++++                                       | 21% ~27s          
  |++++++++++++                                      | 22% ~27s          
  |++++++++++++                                      | 23% ~27s          
  |+++++++++++++                                     | 24% ~26s          
  |+++++++++++++                                     | 26% ~26s          
  |++++++++++++++                                    | 27% ~25s          
  |++++++++++++++                                    | 28% ~25s          
  |+++++++++++++++                                   | 29% ~25s          
  |+++++++++++++++                                   | 30% ~24s          
  |++++++++++++++++                                  | 31% ~24s          
  |++++++++++++++++                                  | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~23s          
  |++++++++++++++++++                                | 34% ~23s          
  |++++++++++++++++++                                | 35% ~22s          
  |+++++++++++++++++++                               | 36% ~22s          
  |+++++++++++++++++++                               | 37% ~21s          
  |++++++++++++++++++++                              | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~21s          
  |+++++++++++++++++++++                             | 40% ~20s          
  |+++++++++++++++++++++                             | 41% ~20s          
  |++++++++++++++++++++++                            | 43% ~19s          
  |++++++++++++++++++++++                            | 44% ~19s          
  |+++++++++++++++++++++++                           | 45% ~18s          
  |+++++++++++++++++++++++                           | 46% ~18s          
  |++++++++++++++++++++++++                          | 47% ~18s          
  |++++++++++++++++++++++++                          | 48% ~17s          
  |+++++++++++++++++++++++++                         | 49% ~17s          
  |+++++++++++++++++++++++++                         | 50% ~16s          
  |++++++++++++++++++++++++++                        | 51% ~16s          
  |+++++++++++++++++++++++++++                       | 52% ~16s          
  |+++++++++++++++++++++++++++                       | 53% ~15s          
  |++++++++++++++++++++++++++++                      | 54% ~15s          
  |++++++++++++++++++++++++++++                      | 55% ~14s          
  |+++++++++++++++++++++++++++++                     | 56% ~14s          
  |+++++++++++++++++++++++++++++                     | 57% ~14s          
  |++++++++++++++++++++++++++++++                    | 59% ~13s          
  |++++++++++++++++++++++++++++++                    | 60% ~13s          
  |+++++++++++++++++++++++++++++++                   | 61% ~13s          
  |+++++++++++++++++++++++++++++++                   | 62% ~12s          
  |++++++++++++++++++++++++++++++++                  | 63% ~12s          
  |++++++++++++++++++++++++++++++++                  | 64% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~11s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=31s  
Calculating cluster 6

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~10s          
  |++                                                | 2 % ~09s          
  |++                                                | 3 % ~09s          
  |+++                                               | 4 % ~09s          
  |+++                                               | 5 % ~09s          
  |++++                                              | 7 % ~08s          
  |++++                                              | 8 % ~09s          
  |+++++                                             | 9 % ~09s          
  |+++++                                             | 10% ~08s          
  |++++++                                            | 11% ~08s          
  |+++++++                                           | 12% ~08s          
  |+++++++                                           | 13% ~08s          
  |++++++++                                          | 14% ~08s          
  |++++++++                                          | 15% ~08s          
  |+++++++++                                         | 16% ~08s          
  |+++++++++                                         | 18% ~08s          
  |++++++++++                                        | 19% ~08s          
  |++++++++++                                        | 20% ~07s          
  |+++++++++++                                       | 21% ~07s          
  |+++++++++++                                       | 22% ~07s          
  |++++++++++++                                      | 23% ~07s          
  |+++++++++++++                                     | 24% ~07s          
  |+++++++++++++                                     | 25% ~07s          
  |++++++++++++++                                    | 26% ~07s          
  |++++++++++++++                                    | 27% ~07s          
  |+++++++++++++++                                   | 29% ~07s          
  |+++++++++++++++                                   | 30% ~07s          
  |++++++++++++++++                                  | 31% ~06s          
  |++++++++++++++++                                  | 32% ~06s          
  |+++++++++++++++++                                 | 33% ~06s          
  |++++++++++++++++++                                | 34% ~06s          
  |++++++++++++++++++                                | 35% ~06s          
  |+++++++++++++++++++                               | 36% ~06s          
  |+++++++++++++++++++                               | 37% ~06s          
  |++++++++++++++++++++                              | 38% ~06s          
  |++++++++++++++++++++                              | 40% ~06s          
  |+++++++++++++++++++++                             | 41% ~06s          
  |+++++++++++++++++++++                             | 42% ~05s          
  |++++++++++++++++++++++                            | 43% ~05s          
  |++++++++++++++++++++++                            | 44% ~05s          
  |+++++++++++++++++++++++                           | 45% ~05s          
  |++++++++++++++++++++++++                          | 46% ~05s          
  |++++++++++++++++++++++++                          | 47% ~05s          
  |+++++++++++++++++++++++++                         | 48% ~05s          
  |+++++++++++++++++++++++++                         | 49% ~05s          
  |++++++++++++++++++++++++++                        | 51% ~05s          
  |++++++++++++++++++++++++++                        | 52% ~04s          
  |+++++++++++++++++++++++++++                       | 53% ~04s          
  |+++++++++++++++++++++++++++                       | 54% ~04s          
  |++++++++++++++++++++++++++++                      | 55% ~04s          
  |+++++++++++++++++++++++++++++                     | 56% ~04s          
  |+++++++++++++++++++++++++++++                     | 57% ~04s          
  |++++++++++++++++++++++++++++++                    | 58% ~04s          
  |++++++++++++++++++++++++++++++                    | 59% ~04s          
  |+++++++++++++++++++++++++++++++                   | 60% ~04s          
  |+++++++++++++++++++++++++++++++                   | 62% ~04s          
  |++++++++++++++++++++++++++++++++                  | 63% ~03s          
  |++++++++++++++++++++++++++++++++                  | 64% ~03s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~03s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~03s          
  |++++++++++++++++++++++++++++++++++                | 67% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~02s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~02s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~02s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=09s  
Calculating cluster 19

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~12s          
  |++                                                | 2 % ~10s          
  |++                                                | 3 % ~10s          
  |+++                                               | 4 % ~10s          
  |+++                                               | 5 % ~10s          
  |++++                                              | 6 % ~10s          
  |++++                                              | 8 % ~10s          
  |+++++                                             | 9 % ~10s          
  |+++++                                             | 10% ~10s          
  |++++++                                            | 11% ~10s          
  |++++++                                            | 12% ~09s          
  |+++++++                                           | 13% ~09s          
  |+++++++                                           | 14% ~09s          
  |++++++++                                          | 15% ~09s          
  |+++++++++                                         | 16% ~09s          
  |+++++++++                                         | 17% ~09s          
  |++++++++++                                        | 18% ~09s          
  |++++++++++                                        | 19% ~09s          
  |+++++++++++                                       | 20% ~09s          
  |+++++++++++                                       | 22% ~08s          
  |++++++++++++                                      | 23% ~08s          
  |++++++++++++                                      | 24% ~08s          
  |+++++++++++++                                     | 25% ~08s          
  |+++++++++++++                                     | 26% ~08s          
  |++++++++++++++                                    | 27% ~08s          
  |++++++++++++++                                    | 28% ~08s          
  |+++++++++++++++                                   | 29% ~08s          
  |++++++++++++++++                                  | 30% ~07s          
  |++++++++++++++++                                  | 31% ~07s          
  |+++++++++++++++++                                 | 32% ~07s          
  |+++++++++++++++++                                 | 33% ~07s          
  |++++++++++++++++++                                | 34% ~07s          
  |++++++++++++++++++                                | 35% ~07s          
  |+++++++++++++++++++                               | 37% ~07s          
  |+++++++++++++++++++                               | 38% ~07s          
  |++++++++++++++++++++                              | 39% ~07s          
  |++++++++++++++++++++                              | 40% ~07s          
  |+++++++++++++++++++++                             | 41% ~06s          
  |+++++++++++++++++++++                             | 42% ~06s          
  |++++++++++++++++++++++                            | 43% ~06s          
  |+++++++++++++++++++++++                           | 44% ~06s          
  |+++++++++++++++++++++++                           | 45% ~06s          
  |++++++++++++++++++++++++                          | 46% ~06s          
  |++++++++++++++++++++++++                          | 47% ~06s          
  |+++++++++++++++++++++++++                         | 48% ~06s          
  |+++++++++++++++++++++++++                         | 49% ~05s          
  |++++++++++++++++++++++++++                        | 51% ~05s          
  |++++++++++++++++++++++++++                        | 52% ~05s          
  |+++++++++++++++++++++++++++                       | 53% ~05s          
  |+++++++++++++++++++++++++++                       | 54% ~05s          
  |++++++++++++++++++++++++++++                      | 55% ~05s          
  |++++++++++++++++++++++++++++                      | 56% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~05s          
  |++++++++++++++++++++++++++++++                    | 58% ~05s          
  |++++++++++++++++++++++++++++++                    | 59% ~04s          
  |+++++++++++++++++++++++++++++++                   | 60% ~04s          
  |+++++++++++++++++++++++++++++++                   | 61% ~04s          
  |++++++++++++++++++++++++++++++++                  | 62% ~04s          
  |++++++++++++++++++++++++++++++++                  | 63% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |++++++++++++++++++++++++++++++++++                | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=11s  
Calculating cluster 7

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~11s          
  |++                                                | 2 % ~12s          
  |++                                                | 3 % ~11s          
  |+++                                               | 5 % ~11s          
  |+++                                               | 6 % ~11s          
  |++++                                              | 7 % ~11s          
  |++++                                              | 8 % ~10s          
  |+++++                                             | 9 % ~10s          
  |++++++                                            | 10% ~10s          
  |++++++                                            | 11% ~10s          
  |+++++++                                           | 12% ~10s          
  |+++++++                                           | 14% ~10s          
  |++++++++                                          | 15% ~10s          
  |++++++++                                          | 16% ~11s          
  |+++++++++                                         | 17% ~10s          
  |++++++++++                                        | 18% ~10s          
  |++++++++++                                        | 19% ~10s          
  |+++++++++++                                       | 20% ~10s          
  |+++++++++++                                       | 22% ~10s          
  |++++++++++++                                      | 23% ~10s          
  |++++++++++++                                      | 24% ~10s          
  |+++++++++++++                                     | 25% ~09s          
  |++++++++++++++                                    | 26% ~09s          
  |++++++++++++++                                    | 27% ~09s          
  |+++++++++++++++                                   | 28% ~09s          
  |+++++++++++++++                                   | 30% ~09s          
  |++++++++++++++++                                  | 31% ~08s          
  |++++++++++++++++                                  | 32% ~08s          
  |+++++++++++++++++                                 | 33% ~08s          
  |++++++++++++++++++                                | 34% ~08s          
  |++++++++++++++++++                                | 35% ~08s          
  |+++++++++++++++++++                               | 36% ~08s          
  |+++++++++++++++++++                               | 38% ~08s          
  |++++++++++++++++++++                              | 39% ~07s          
  |++++++++++++++++++++                              | 40% ~07s          
  |+++++++++++++++++++++                             | 41% ~07s          
  |++++++++++++++++++++++                            | 42% ~07s          
  |++++++++++++++++++++++                            | 43% ~07s          
  |+++++++++++++++++++++++                           | 44% ~07s          
  |+++++++++++++++++++++++                           | 45% ~07s          
  |++++++++++++++++++++++++                          | 47% ~07s          
  |++++++++++++++++++++++++                          | 48% ~06s          
  |+++++++++++++++++++++++++                         | 49% ~06s          
  |+++++++++++++++++++++++++                         | 50% ~06s          
  |++++++++++++++++++++++++++                        | 51% ~06s          
  |+++++++++++++++++++++++++++                       | 52% ~06s          
  |+++++++++++++++++++++++++++                       | 53% ~06s          
  |++++++++++++++++++++++++++++                      | 55% ~06s          
  |++++++++++++++++++++++++++++                      | 56% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~05s          
  |+++++++++++++++++++++++++++++                     | 58% ~05s          
  |++++++++++++++++++++++++++++++                    | 59% ~05s          
  |+++++++++++++++++++++++++++++++                   | 60% ~05s          
  |+++++++++++++++++++++++++++++++                   | 61% ~05s          
  |++++++++++++++++++++++++++++++++                  | 62% ~05s          
  |++++++++++++++++++++++++++++++++                  | 64% ~05s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~04s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=12s  
Calculating cluster 8

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~40s          
  |++                                                | 2 % ~43s          
  |++                                                | 3 % ~41s          
  |+++                                               | 4 % ~42s          
  |+++                                               | 5 % ~41s          
  |++++                                              | 6 % ~40s          
  |++++                                              | 7 % ~39s          
  |+++++                                             | 8 % ~39s          
  |+++++                                             | 9 % ~38s          
  |++++++                                            | 10% ~38s          
  |++++++                                            | 11% ~37s          
  |+++++++                                           | 12% ~37s          
  |+++++++                                           | 13% ~36s          
  |++++++++                                          | 14% ~36s          
  |++++++++                                          | 15% ~35s          
  |+++++++++                                         | 16% ~34s          
  |+++++++++                                         | 17% ~34s          
  |++++++++++                                        | 18% ~33s          
  |++++++++++                                        | 19% ~33s          
  |+++++++++++                                       | 20% ~32s          
  |+++++++++++                                       | 21% ~32s          
  |++++++++++++                                      | 22% ~31s          
  |++++++++++++                                      | 23% ~31s          
  |+++++++++++++                                     | 24% ~30s          
  |+++++++++++++                                     | 26% ~30s          
  |++++++++++++++                                    | 27% ~30s          
  |++++++++++++++                                    | 28% ~29s          
  |+++++++++++++++                                   | 29% ~29s          
  |+++++++++++++++                                   | 30% ~28s          
  |++++++++++++++++                                  | 31% ~28s          
  |++++++++++++++++                                  | 32% ~27s          
  |+++++++++++++++++                                 | 33% ~27s          
  |+++++++++++++++++                                 | 34% ~26s          
  |++++++++++++++++++                                | 35% ~26s          
  |++++++++++++++++++                                | 36% ~25s          
  |+++++++++++++++++++                               | 37% ~25s          
  |+++++++++++++++++++                               | 38% ~24s          
  |++++++++++++++++++++                              | 39% ~24s          
  |++++++++++++++++++++                              | 40% ~24s          
  |+++++++++++++++++++++                             | 41% ~23s          
  |+++++++++++++++++++++                             | 42% ~23s          
  |++++++++++++++++++++++                            | 43% ~22s          
  |++++++++++++++++++++++                            | 44% ~22s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~21s          
  |++++++++++++++++++++++++                          | 47% ~21s          
  |++++++++++++++++++++++++                          | 48% ~21s          
  |+++++++++++++++++++++++++                         | 49% ~20s          
  |+++++++++++++++++++++++++                         | 50% ~20s          
  |++++++++++++++++++++++++++                        | 51% ~19s          
  |+++++++++++++++++++++++++++                       | 52% ~19s          
  |+++++++++++++++++++++++++++                       | 53% ~18s          
  |++++++++++++++++++++++++++++                      | 54% ~18s          
  |++++++++++++++++++++++++++++                      | 55% ~18s          
  |+++++++++++++++++++++++++++++                     | 56% ~17s          
  |+++++++++++++++++++++++++++++                     | 57% ~17s          
  |++++++++++++++++++++++++++++++                    | 58% ~16s          
  |++++++++++++++++++++++++++++++                    | 59% ~16s          
  |+++++++++++++++++++++++++++++++                   | 60% ~16s          
  |+++++++++++++++++++++++++++++++                   | 61% ~16s          
  |++++++++++++++++++++++++++++++++                  | 62% ~16s          
  |++++++++++++++++++++++++++++++++                  | 63% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~14s          
  |++++++++++++++++++++++++++++++++++                | 66% ~14s          
  |++++++++++++++++++++++++++++++++++                | 67% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~10s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=40s  
Calculating cluster 3

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~34s          
  |++                                                | 2 % ~36s          
  |++                                                | 3 % ~36s          
  |+++                                               | 4 % ~36s          
  |+++                                               | 5 % ~35s          
  |++++                                              | 6 % ~35s          
  |++++                                              | 7 % ~35s          
  |+++++                                             | 8 % ~34s          
  |+++++                                             | 9 % ~34s          
  |++++++                                            | 10% ~34s          
  |++++++                                            | 11% ~33s          
  |+++++++                                           | 12% ~33s          
  |+++++++                                           | 13% ~32s          
  |++++++++                                          | 14% ~32s          
  |++++++++                                          | 15% ~32s          
  |+++++++++                                         | 16% ~32s          
  |+++++++++                                         | 17% ~31s          
  |++++++++++                                        | 18% ~31s          
  |++++++++++                                        | 19% ~31s          
  |+++++++++++                                       | 20% ~30s          
  |+++++++++++                                       | 21% ~30s          
  |++++++++++++                                      | 22% ~30s          
  |++++++++++++                                      | 23% ~30s          
  |+++++++++++++                                     | 24% ~29s          
  |+++++++++++++                                     | 25% ~29s          
  |++++++++++++++                                    | 26% ~28s          
  |++++++++++++++                                    | 27% ~28s          
  |+++++++++++++++                                   | 28% ~27s          
  |+++++++++++++++                                   | 29% ~27s          
  |++++++++++++++++                                  | 30% ~26s          
  |++++++++++++++++                                  | 31% ~26s          
  |+++++++++++++++++                                 | 32% ~25s          
  |+++++++++++++++++                                 | 33% ~25s          
  |++++++++++++++++++                                | 34% ~25s          
  |++++++++++++++++++                                | 35% ~24s          
  |+++++++++++++++++++                               | 36% ~24s          
  |+++++++++++++++++++                               | 37% ~23s          
  |++++++++++++++++++++                              | 38% ~23s          
  |++++++++++++++++++++                              | 39% ~23s          
  |+++++++++++++++++++++                             | 40% ~22s          
  |+++++++++++++++++++++                             | 41% ~22s          
  |++++++++++++++++++++++                            | 42% ~21s          
  |++++++++++++++++++++++                            | 43% ~21s          
  |+++++++++++++++++++++++                           | 44% ~21s          
  |+++++++++++++++++++++++                           | 45% ~20s          
  |++++++++++++++++++++++++                          | 46% ~20s          
  |++++++++++++++++++++++++                          | 47% ~19s          
  |+++++++++++++++++++++++++                         | 48% ~19s          
  |+++++++++++++++++++++++++                         | 49% ~19s          
  |++++++++++++++++++++++++++                        | 51% ~18s          
  |++++++++++++++++++++++++++                        | 52% ~18s          
  |+++++++++++++++++++++++++++                       | 53% ~18s          
  |+++++++++++++++++++++++++++                       | 54% ~17s          
  |++++++++++++++++++++++++++++                      | 55% ~17s          
  |++++++++++++++++++++++++++++                      | 56% ~16s          
  |+++++++++++++++++++++++++++++                     | 57% ~16s          
  |+++++++++++++++++++++++++++++                     | 58% ~16s          
  |++++++++++++++++++++++++++++++                    | 59% ~15s          
  |++++++++++++++++++++++++++++++                    | 60% ~16s          
  |+++++++++++++++++++++++++++++++                   | 61% ~16s          
  |+++++++++++++++++++++++++++++++                   | 62% ~15s          
  |++++++++++++++++++++++++++++++++                  | 63% ~15s          
  |++++++++++++++++++++++++++++++++                  | 64% ~14s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~14s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~14s          
  |++++++++++++++++++++++++++++++++++                | 67% ~13s          
  |++++++++++++++++++++++++++++++++++                | 68% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~12s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~11s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~10s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~10s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~09s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~09s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~08s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=38s  
Calculating cluster 15

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~10s          
  |++                                                | 2 % ~08s          
  |++                                                | 3 % ~08s          
  |+++                                               | 4 % ~08s          
  |+++                                               | 5 % ~08s          
  |++++                                              | 6 % ~08s          
  |++++                                              | 7 % ~08s          
  |+++++                                             | 8 % ~08s          
  |+++++                                             | 9 % ~08s          
  |++++++                                            | 10% ~08s          
  |++++++                                            | 11% ~08s          
  |+++++++                                           | 12% ~08s          
  |+++++++                                           | 13% ~07s          
  |++++++++                                          | 14% ~07s          
  |++++++++                                          | 15% ~07s          
  |+++++++++                                         | 16% ~07s          
  |+++++++++                                         | 18% ~07s          
  |++++++++++                                        | 19% ~07s          
  |++++++++++                                        | 20% ~07s          
  |+++++++++++                                       | 21% ~07s          
  |+++++++++++                                       | 22% ~07s          
  |++++++++++++                                      | 23% ~07s          
  |++++++++++++                                      | 24% ~07s          
  |+++++++++++++                                     | 25% ~07s          
  |+++++++++++++                                     | 26% ~06s          
  |++++++++++++++                                    | 27% ~06s          
  |++++++++++++++                                    | 28% ~06s          
  |+++++++++++++++                                   | 29% ~06s          
  |+++++++++++++++                                   | 30% ~06s          
  |++++++++++++++++                                  | 31% ~06s          
  |++++++++++++++++                                  | 32% ~06s          
  |+++++++++++++++++                                 | 33% ~06s          
  |++++++++++++++++++                                | 34% ~06s          
  |++++++++++++++++++                                | 35% ~06s          
  |+++++++++++++++++++                               | 36% ~06s          
  |+++++++++++++++++++                               | 37% ~06s          
  |++++++++++++++++++++                              | 38% ~05s          
  |++++++++++++++++++++                              | 39% ~05s          
  |+++++++++++++++++++++                             | 40% ~05s          
  |+++++++++++++++++++++                             | 41% ~05s          
  |++++++++++++++++++++++                            | 42% ~05s          
  |++++++++++++++++++++++                            | 43% ~05s          
  |+++++++++++++++++++++++                           | 44% ~05s          
  |+++++++++++++++++++++++                           | 45% ~05s          
  |++++++++++++++++++++++++                          | 46% ~05s          
  |++++++++++++++++++++++++                          | 47% ~05s          
  |+++++++++++++++++++++++++                         | 48% ~05s          
  |+++++++++++++++++++++++++                         | 49% ~04s          
  |++++++++++++++++++++++++++                        | 51% ~04s          
  |++++++++++++++++++++++++++                        | 52% ~04s          
  |+++++++++++++++++++++++++++                       | 53% ~04s          
  |+++++++++++++++++++++++++++                       | 54% ~04s          
  |++++++++++++++++++++++++++++                      | 55% ~04s          
  |++++++++++++++++++++++++++++                      | 56% ~04s          
  |+++++++++++++++++++++++++++++                     | 57% ~04s          
  |+++++++++++++++++++++++++++++                     | 58% ~04s          
  |++++++++++++++++++++++++++++++                    | 59% ~04s          
  |++++++++++++++++++++++++++++++                    | 60% ~04s          
  |+++++++++++++++++++++++++++++++                   | 61% ~03s          
  |+++++++++++++++++++++++++++++++                   | 62% ~03s          
  |++++++++++++++++++++++++++++++++                  | 63% ~03s          
  |++++++++++++++++++++++++++++++++                  | 64% ~03s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~03s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~03s          
  |++++++++++++++++++++++++++++++++++                | 67% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~02s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~02s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~02s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~02s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~02s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=09s  
Calculating cluster 24

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~13s          
  |+                                                 | 2 % ~12s          
  |++                                                | 3 % ~12s          
  |++                                                | 4 % ~12s          
  |+++                                               | 5 % ~12s          
  |+++                                               | 6 % ~12s          
  |++++                                              | 7 % ~12s          
  |++++                                              | 8 % ~12s          
  |+++++                                             | 9 % ~12s          
  |+++++                                             | 10% ~11s          
  |++++++                                            | 11% ~11s          
  |++++++                                            | 12% ~11s          
  |+++++++                                           | 13% ~11s          
  |+++++++                                           | 14% ~11s          
  |++++++++                                          | 15% ~11s          
  |++++++++                                          | 16% ~11s          
  |+++++++++                                         | 17% ~11s          
  |+++++++++                                         | 18% ~11s          
  |++++++++++                                        | 19% ~11s          
  |++++++++++                                        | 20% ~11s          
  |+++++++++++                                       | 21% ~10s          
  |+++++++++++                                       | 22% ~10s          
  |++++++++++++                                      | 23% ~10s          
  |++++++++++++                                      | 24% ~10s          
  |+++++++++++++                                     | 25% ~10s          
  |+++++++++++++                                     | 26% ~10s          
  |++++++++++++++                                    | 27% ~10s          
  |++++++++++++++                                    | 28% ~10s          
  |+++++++++++++++                                   | 29% ~10s          
  |+++++++++++++++                                   | 30% ~09s          
  |++++++++++++++++                                  | 31% ~09s          
  |++++++++++++++++                                  | 32% ~09s          
  |+++++++++++++++++                                 | 33% ~09s          
  |+++++++++++++++++                                 | 34% ~09s          
  |++++++++++++++++++                                | 35% ~09s          
  |++++++++++++++++++                                | 36% ~09s          
  |+++++++++++++++++++                               | 37% ~09s          
  |+++++++++++++++++++                               | 38% ~09s          
  |++++++++++++++++++++                              | 39% ~08s          
  |++++++++++++++++++++                              | 40% ~08s          
  |+++++++++++++++++++++                             | 41% ~08s          
  |+++++++++++++++++++++                             | 42% ~08s          
  |++++++++++++++++++++++                            | 43% ~08s          
  |++++++++++++++++++++++                            | 44% ~08s          
  |+++++++++++++++++++++++                           | 45% ~08s          
  |+++++++++++++++++++++++                           | 46% ~07s          
  |++++++++++++++++++++++++                          | 47% ~07s          
  |++++++++++++++++++++++++                          | 48% ~07s          
  |+++++++++++++++++++++++++                         | 49% ~07s          
  |+++++++++++++++++++++++++                         | 50% ~07s          
  |++++++++++++++++++++++++++                        | 51% ~07s          
  |++++++++++++++++++++++++++                        | 52% ~07s          
  |+++++++++++++++++++++++++++                       | 53% ~06s          
  |+++++++++++++++++++++++++++                       | 54% ~06s          
  |++++++++++++++++++++++++++++                      | 55% ~06s          
  |++++++++++++++++++++++++++++                      | 56% ~06s          
  |+++++++++++++++++++++++++++++                     | 57% ~06s          
  |+++++++++++++++++++++++++++++                     | 58% ~06s          
  |++++++++++++++++++++++++++++++                    | 59% ~06s          
  |++++++++++++++++++++++++++++++                    | 60% ~05s          
  |+++++++++++++++++++++++++++++++                   | 61% ~05s          
  |+++++++++++++++++++++++++++++++                   | 62% ~05s          
  |++++++++++++++++++++++++++++++++                  | 63% ~05s          
  |++++++++++++++++++++++++++++++++                  | 64% ~05s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~05s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~05s          
  |++++++++++++++++++++++++++++++++++                | 67% ~05s          
  |++++++++++++++++++++++++++++++++++                | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~04s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~04s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~04s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=14s  
Calculating cluster 18

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~38s          
  |+                                                 | 2 % ~38s          
  |++                                                | 3 % ~38s          
  |++                                                | 4 % ~37s          
  |+++                                               | 5 % ~37s          
  |+++                                               | 6 % ~37s          
  |++++                                              | 7 % ~36s          
  |++++                                              | 8 % ~36s          
  |+++++                                             | 9 % ~36s          
  |+++++                                             | 10% ~35s          
  |++++++                                            | 11% ~35s          
  |++++++                                            | 12% ~34s          
  |+++++++                                           | 13% ~34s          
  |+++++++                                           | 14% ~34s          
  |++++++++                                          | 15% ~33s          
  |++++++++                                          | 16% ~33s          
  |+++++++++                                         | 17% ~33s          
  |+++++++++                                         | 18% ~33s          
  |++++++++++                                        | 19% ~32s          
  |++++++++++                                        | 20% ~32s          
  |+++++++++++                                       | 21% ~32s          
  |+++++++++++                                       | 22% ~31s          
  |++++++++++++                                      | 23% ~31s          
  |++++++++++++                                      | 24% ~30s          
  |+++++++++++++                                     | 25% ~29s          
  |+++++++++++++                                     | 26% ~29s          
  |++++++++++++++                                    | 27% ~29s          
  |++++++++++++++                                    | 28% ~28s          
  |+++++++++++++++                                   | 29% ~28s          
  |+++++++++++++++                                   | 30% ~28s          
  |++++++++++++++++                                  | 31% ~27s          
  |++++++++++++++++                                  | 32% ~27s          
  |+++++++++++++++++                                 | 33% ~26s          
  |+++++++++++++++++                                 | 34% ~26s          
  |++++++++++++++++++                                | 35% ~25s          
  |++++++++++++++++++                                | 36% ~25s          
  |+++++++++++++++++++                               | 37% ~24s          
  |+++++++++++++++++++                               | 38% ~24s          
  |++++++++++++++++++++                              | 39% ~23s          
  |++++++++++++++++++++                              | 40% ~23s          
  |+++++++++++++++++++++                             | 41% ~22s          
  |+++++++++++++++++++++                             | 42% ~22s          
  |++++++++++++++++++++++                            | 43% ~21s          
  |++++++++++++++++++++++                            | 44% ~21s          
  |+++++++++++++++++++++++                           | 45% ~20s          
  |+++++++++++++++++++++++                           | 46% ~20s          
  |++++++++++++++++++++++++                          | 47% ~20s          
  |++++++++++++++++++++++++                          | 48% ~19s          
  |+++++++++++++++++++++++++                         | 49% ~19s          
  |+++++++++++++++++++++++++                         | 50% ~18s          
  |++++++++++++++++++++++++++                        | 51% ~18s          
  |++++++++++++++++++++++++++                        | 52% ~17s          
  |+++++++++++++++++++++++++++                       | 53% ~17s          
  |+++++++++++++++++++++++++++                       | 54% ~17s          
  |++++++++++++++++++++++++++++                      | 55% ~16s          
  |++++++++++++++++++++++++++++                      | 56% ~16s          
  |+++++++++++++++++++++++++++++                     | 57% ~15s          
  |+++++++++++++++++++++++++++++                     | 58% ~15s          
  |++++++++++++++++++++++++++++++                    | 59% ~15s          
  |++++++++++++++++++++++++++++++                    | 60% ~15s          
  |+++++++++++++++++++++++++++++++                   | 61% ~14s          
  |+++++++++++++++++++++++++++++++                   | 62% ~14s          
  |++++++++++++++++++++++++++++++++                  | 63% ~13s          
  |++++++++++++++++++++++++++++++++                  | 64% ~13s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~13s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~12s          
  |++++++++++++++++++++++++++++++++++                | 67% ~12s          
  |++++++++++++++++++++++++++++++++++                | 68% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~11s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~09s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~08s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=35s  
Calculating cluster 21

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~10s          
  |++                                                | 2 % ~09s          
  |++                                                | 3 % ~09s          
  |+++                                               | 4 % ~09s          
  |+++                                               | 5 % ~09s          
  |++++                                              | 7 % ~09s          
  |++++                                              | 8 % ~09s          
  |+++++                                             | 9 % ~09s          
  |+++++                                             | 10% ~09s          
  |++++++                                            | 11% ~09s          
  |++++++                                            | 12% ~09s          
  |+++++++                                           | 13% ~09s          
  |++++++++                                          | 14% ~08s          
  |++++++++                                          | 15% ~08s          
  |+++++++++                                         | 16% ~08s          
  |+++++++++                                         | 17% ~08s          
  |++++++++++                                        | 18% ~08s          
  |++++++++++                                        | 20% ~08s          
  |+++++++++++                                       | 21% ~08s          
  |+++++++++++                                       | 22% ~08s          
  |++++++++++++                                      | 23% ~07s          
  |++++++++++++                                      | 24% ~07s          
  |+++++++++++++                                     | 25% ~07s          
  |++++++++++++++                                    | 26% ~07s          
  |++++++++++++++                                    | 27% ~07s          
  |+++++++++++++++                                   | 28% ~07s          
  |+++++++++++++++                                   | 29% ~07s          
  |++++++++++++++++                                  | 30% ~07s          
  |++++++++++++++++                                  | 32% ~07s          
  |+++++++++++++++++                                 | 33% ~07s          
  |+++++++++++++++++                                 | 34% ~07s          
  |++++++++++++++++++                                | 35% ~06s          
  |++++++++++++++++++                                | 36% ~06s          
  |+++++++++++++++++++                               | 37% ~06s          
  |++++++++++++++++++++                              | 38% ~06s          
  |++++++++++++++++++++                              | 39% ~06s          
  |+++++++++++++++++++++                             | 40% ~06s          
  |+++++++++++++++++++++                             | 41% ~06s          
  |++++++++++++++++++++++                            | 42% ~06s          
  |++++++++++++++++++++++                            | 43% ~06s          
  |+++++++++++++++++++++++                           | 45% ~06s          
  |+++++++++++++++++++++++                           | 46% ~06s          
  |++++++++++++++++++++++++                          | 47% ~05s          
  |++++++++++++++++++++++++                          | 48% ~05s          
  |+++++++++++++++++++++++++                         | 49% ~05s          
  |+++++++++++++++++++++++++                         | 50% ~05s          
  |++++++++++++++++++++++++++                        | 51% ~05s          
  |+++++++++++++++++++++++++++                       | 52% ~05s          
  |+++++++++++++++++++++++++++                       | 53% ~05s          
  |++++++++++++++++++++++++++++                      | 54% ~05s          
  |++++++++++++++++++++++++++++                      | 55% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~04s          
  |+++++++++++++++++++++++++++++                     | 58% ~04s          
  |++++++++++++++++++++++++++++++                    | 59% ~04s          
  |++++++++++++++++++++++++++++++                    | 60% ~04s          
  |+++++++++++++++++++++++++++++++                   | 61% ~04s          
  |+++++++++++++++++++++++++++++++                   | 62% ~04s          
  |++++++++++++++++++++++++++++++++                  | 63% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |++++++++++++++++++++++++++++++++++                | 66% ~03s          
  |++++++++++++++++++++++++++++++++++                | 67% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~02s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=10s  
Calculating cluster 4

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~24s          
  |++                                                | 2 % ~23s          
  |++                                                | 3 % ~22s          
  |+++                                               | 4 % ~22s          
  |+++                                               | 5 % ~21s          
  |++++                                              | 6 % ~22s          
  |++++                                              | 7 % ~21s          
  |+++++                                             | 9 % ~21s          
  |+++++                                             | 10% ~21s          
  |++++++                                            | 11% ~21s          
  |++++++                                            | 12% ~21s          
  |+++++++                                           | 13% ~21s          
  |+++++++                                           | 14% ~21s          
  |++++++++                                          | 15% ~20s          
  |++++++++                                          | 16% ~20s          
  |+++++++++                                         | 17% ~20s          
  |++++++++++                                        | 18% ~20s          
  |++++++++++                                        | 19% ~19s          
  |+++++++++++                                       | 20% ~19s          
  |+++++++++++                                       | 21% ~19s          
  |++++++++++++                                      | 22% ~19s          
  |++++++++++++                                      | 23% ~18s          
  |+++++++++++++                                     | 24% ~18s          
  |+++++++++++++                                     | 26% ~18s          
  |++++++++++++++                                    | 27% ~17s          
  |++++++++++++++                                    | 28% ~17s          
  |+++++++++++++++                                   | 29% ~17s          
  |+++++++++++++++                                   | 30% ~17s          
  |++++++++++++++++                                  | 31% ~16s          
  |++++++++++++++++                                  | 32% ~16s          
  |+++++++++++++++++                                 | 33% ~16s          
  |++++++++++++++++++                                | 34% ~16s          
  |++++++++++++++++++                                | 35% ~15s          
  |+++++++++++++++++++                               | 36% ~15s          
  |+++++++++++++++++++                               | 37% ~15s          
  |++++++++++++++++++++                              | 38% ~15s          
  |++++++++++++++++++++                              | 39% ~14s          
  |+++++++++++++++++++++                             | 40% ~14s          
  |+++++++++++++++++++++                             | 41% ~14s          
  |++++++++++++++++++++++                            | 43% ~14s          
  |++++++++++++++++++++++                            | 44% ~13s          
  |+++++++++++++++++++++++                           | 45% ~13s          
  |+++++++++++++++++++++++                           | 46% ~13s          
  |++++++++++++++++++++++++                          | 47% ~13s          
  |++++++++++++++++++++++++                          | 48% ~12s          
  |+++++++++++++++++++++++++                         | 49% ~12s          
  |+++++++++++++++++++++++++                         | 50% ~12s          
  |++++++++++++++++++++++++++                        | 51% ~12s          
  |+++++++++++++++++++++++++++                       | 52% ~11s          
  |+++++++++++++++++++++++++++                       | 53% ~11s          
  |++++++++++++++++++++++++++++                      | 54% ~11s          
  |++++++++++++++++++++++++++++                      | 55% ~11s          
  |+++++++++++++++++++++++++++++                     | 56% ~10s          
  |+++++++++++++++++++++++++++++                     | 57% ~10s          
  |++++++++++++++++++++++++++++++                    | 59% ~10s          
  |++++++++++++++++++++++++++++++                    | 60% ~10s          
  |+++++++++++++++++++++++++++++++                   | 61% ~09s          
  |+++++++++++++++++++++++++++++++                   | 62% ~09s          
  |++++++++++++++++++++++++++++++++                  | 63% ~09s          
  |++++++++++++++++++++++++++++++++                  | 64% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~08s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~08s          
  |++++++++++++++++++++++++++++++++++                | 67% ~08s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~08s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~07s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~07s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~06s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~06s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=24s  
Calculating cluster 7

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~15s          
  |++                                                | 2 % ~13s          
  |++                                                | 3 % ~12s          
  |+++                                               | 4 % ~12s          
  |+++                                               | 5 % ~12s          
  |++++                                              | 6 % ~12s          
  |++++                                              | 7 % ~11s          
  |+++++                                             | 8 % ~11s          
  |+++++                                             | 9 % ~11s          
  |++++++                                            | 10% ~11s          
  |++++++                                            | 11% ~11s          
  |+++++++                                           | 12% ~11s          
  |+++++++                                           | 13% ~11s          
  |++++++++                                          | 14% ~11s          
  |++++++++                                          | 15% ~10s          
  |+++++++++                                         | 16% ~10s          
  |+++++++++                                         | 17% ~10s          
  |++++++++++                                        | 18% ~10s          
  |++++++++++                                        | 19% ~10s          
  |+++++++++++                                       | 20% ~10s          
  |+++++++++++                                       | 21% ~10s          
  |++++++++++++                                      | 22% ~10s          
  |++++++++++++                                      | 23% ~10s          
  |+++++++++++++                                     | 24% ~09s          
  |+++++++++++++                                     | 25% ~09s          
  |++++++++++++++                                    | 26% ~09s          
  |++++++++++++++                                    | 27% ~09s          
  |+++++++++++++++                                   | 28% ~09s          
  |+++++++++++++++                                   | 29% ~09s          
  |++++++++++++++++                                  | 30% ~09s          
  |++++++++++++++++                                  | 31% ~09s          
  |+++++++++++++++++                                 | 32% ~08s          
  |+++++++++++++++++                                 | 33% ~08s          
  |++++++++++++++++++                                | 34% ~08s          
  |++++++++++++++++++                                | 35% ~08s          
  |+++++++++++++++++++                               | 36% ~08s          
  |+++++++++++++++++++                               | 37% ~08s          
  |++++++++++++++++++++                              | 38% ~08s          
  |++++++++++++++++++++                              | 39% ~07s          
  |+++++++++++++++++++++                             | 40% ~07s          
  |+++++++++++++++++++++                             | 41% ~07s          
  |++++++++++++++++++++++                            | 42% ~07s          
  |++++++++++++++++++++++                            | 43% ~07s          
  |+++++++++++++++++++++++                           | 44% ~07s          
  |+++++++++++++++++++++++                           | 45% ~07s          
  |++++++++++++++++++++++++                          | 46% ~07s          
  |++++++++++++++++++++++++                          | 47% ~06s          
  |+++++++++++++++++++++++++                         | 48% ~06s          
  |+++++++++++++++++++++++++                         | 49% ~06s          
  |++++++++++++++++++++++++++                        | 51% ~06s          
  |++++++++++++++++++++++++++                        | 52% ~06s          
  |+++++++++++++++++++++++++++                       | 53% ~06s          
  |+++++++++++++++++++++++++++                       | 54% ~06s          
  |++++++++++++++++++++++++++++                      | 55% ~06s          
  |++++++++++++++++++++++++++++                      | 56% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~05s          
  |+++++++++++++++++++++++++++++                     | 58% ~05s          
  |++++++++++++++++++++++++++++++                    | 59% ~05s          
  |++++++++++++++++++++++++++++++                    | 60% ~05s          
  |+++++++++++++++++++++++++++++++                   | 61% ~05s          
  |+++++++++++++++++++++++++++++++                   | 62% ~05s          
  |++++++++++++++++++++++++++++++++                  | 63% ~05s          
  |++++++++++++++++++++++++++++++++                  | 64% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |++++++++++++++++++++++++++++++++++                | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=12s  
Calculating cluster 8

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~21s          
  |++                                                | 2 % ~22s          
  |++                                                | 3 % ~21s          
  |+++                                               | 4 % ~21s          
  |+++                                               | 5 % ~20s          
  |++++                                              | 6 % ~20s          
  |++++                                              | 7 % ~20s          
  |+++++                                             | 8 % ~20s          
  |+++++                                             | 9 % ~20s          
  |++++++                                            | 10% ~19s          
  |++++++                                            | 11% ~19s          
  |+++++++                                           | 12% ~19s          
  |+++++++                                           | 13% ~19s          
  |++++++++                                          | 14% ~19s          
  |++++++++                                          | 15% ~19s          
  |+++++++++                                         | 16% ~18s          
  |+++++++++                                         | 18% ~18s          
  |++++++++++                                        | 19% ~18s          
  |++++++++++                                        | 20% ~17s          
  |+++++++++++                                       | 21% ~17s          
  |+++++++++++                                       | 22% ~17s          
  |++++++++++++                                      | 23% ~17s          
  |++++++++++++                                      | 24% ~17s          
  |+++++++++++++                                     | 25% ~16s          
  |+++++++++++++                                     | 26% ~16s          
  |++++++++++++++                                    | 27% ~16s          
  |++++++++++++++                                    | 28% ~16s          
  |+++++++++++++++                                   | 29% ~15s          
  |+++++++++++++++                                   | 30% ~15s          
  |++++++++++++++++                                  | 31% ~15s          
  |++++++++++++++++                                  | 32% ~15s          
  |+++++++++++++++++                                 | 33% ~15s          
  |++++++++++++++++++                                | 34% ~14s          
  |++++++++++++++++++                                | 35% ~14s          
  |+++++++++++++++++++                               | 36% ~14s          
  |+++++++++++++++++++                               | 37% ~14s          
  |++++++++++++++++++++                              | 38% ~14s          
  |++++++++++++++++++++                              | 39% ~13s          
  |+++++++++++++++++++++                             | 40% ~13s          
  |+++++++++++++++++++++                             | 41% ~13s          
  |++++++++++++++++++++++                            | 42% ~13s          
  |++++++++++++++++++++++                            | 43% ~13s          
  |+++++++++++++++++++++++                           | 44% ~12s          
  |+++++++++++++++++++++++                           | 45% ~12s          
  |++++++++++++++++++++++++                          | 46% ~12s          
  |++++++++++++++++++++++++                          | 47% ~12s          
  |+++++++++++++++++++++++++                         | 48% ~12s          
  |+++++++++++++++++++++++++                         | 49% ~11s          
  |++++++++++++++++++++++++++                        | 51% ~11s          
  |++++++++++++++++++++++++++                        | 52% ~11s          
  |+++++++++++++++++++++++++++                       | 53% ~11s          
  |+++++++++++++++++++++++++++                       | 54% ~11s          
  |++++++++++++++++++++++++++++                      | 55% ~10s          
  |++++++++++++++++++++++++++++                      | 56% ~10s          
  |+++++++++++++++++++++++++++++                     | 57% ~10s          
  |+++++++++++++++++++++++++++++                     | 58% ~10s          
  |++++++++++++++++++++++++++++++                    | 59% ~09s          
  |++++++++++++++++++++++++++++++                    | 60% ~09s          
  |+++++++++++++++++++++++++++++++                   | 61% ~09s          
  |+++++++++++++++++++++++++++++++                   | 62% ~09s          
  |++++++++++++++++++++++++++++++++                  | 63% ~10s          
  |++++++++++++++++++++++++++++++++                  | 64% ~10s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~09s          
  |++++++++++++++++++++++++++++++++++                | 67% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=26s  
Calculating cluster 20

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~13s          
  |+                                                 | 2 % ~14s          
  |++                                                | 3 % ~13s          
  |++                                                | 4 % ~13s          
  |+++                                               | 5 % ~12s          
  |+++                                               | 6 % ~12s          
  |++++                                              | 7 % ~12s          
  |++++                                              | 8 % ~12s          
  |+++++                                             | 9 % ~11s          
  |+++++                                             | 10% ~11s          
  |++++++                                            | 11% ~11s          
  |++++++                                            | 12% ~11s          
  |+++++++                                           | 13% ~11s          
  |+++++++                                           | 14% ~11s          
  |++++++++                                          | 15% ~11s          
  |++++++++                                          | 16% ~11s          
  |+++++++++                                         | 17% ~11s          
  |+++++++++                                         | 18% ~11s          
  |++++++++++                                        | 19% ~10s          
  |++++++++++                                        | 20% ~10s          
  |+++++++++++                                       | 21% ~10s          
  |+++++++++++                                       | 22% ~10s          
  |++++++++++++                                      | 23% ~10s          
  |++++++++++++                                      | 24% ~10s          
  |+++++++++++++                                     | 25% ~10s          
  |+++++++++++++                                     | 26% ~09s          
  |++++++++++++++                                    | 27% ~09s          
  |++++++++++++++                                    | 28% ~09s          
  |+++++++++++++++                                   | 29% ~09s          
  |+++++++++++++++                                   | 30% ~09s          
  |++++++++++++++++                                  | 31% ~09s          
  |++++++++++++++++                                  | 32% ~09s          
  |+++++++++++++++++                                 | 33% ~09s          
  |+++++++++++++++++                                 | 34% ~08s          
  |++++++++++++++++++                                | 35% ~08s          
  |++++++++++++++++++                                | 36% ~08s          
  |+++++++++++++++++++                               | 37% ~08s          
  |+++++++++++++++++++                               | 38% ~08s          
  |++++++++++++++++++++                              | 39% ~08s          
  |++++++++++++++++++++                              | 40% ~08s          
  |+++++++++++++++++++++                             | 41% ~08s          
  |+++++++++++++++++++++                             | 42% ~07s          
  |++++++++++++++++++++++                            | 43% ~07s          
  |++++++++++++++++++++++                            | 44% ~07s          
  |+++++++++++++++++++++++                           | 45% ~07s          
  |+++++++++++++++++++++++                           | 46% ~07s          
  |++++++++++++++++++++++++                          | 47% ~07s          
  |++++++++++++++++++++++++                          | 48% ~07s          
  |+++++++++++++++++++++++++                         | 49% ~07s          
  |+++++++++++++++++++++++++                         | 50% ~06s          
  |++++++++++++++++++++++++++                        | 51% ~06s          
  |++++++++++++++++++++++++++                        | 52% ~06s          
  |+++++++++++++++++++++++++++                       | 53% ~06s          
  |+++++++++++++++++++++++++++                       | 54% ~06s          
  |++++++++++++++++++++++++++++                      | 55% ~06s          
  |++++++++++++++++++++++++++++                      | 56% ~06s          
  |+++++++++++++++++++++++++++++                     | 57% ~06s          
  |+++++++++++++++++++++++++++++                     | 58% ~05s          
  |++++++++++++++++++++++++++++++                    | 59% ~05s          
  |++++++++++++++++++++++++++++++                    | 60% ~05s          
  |+++++++++++++++++++++++++++++++                   | 61% ~05s          
  |+++++++++++++++++++++++++++++++                   | 62% ~05s          
  |++++++++++++++++++++++++++++++++                  | 63% ~05s          
  |++++++++++++++++++++++++++++++++                  | 64% ~05s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~05s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |++++++++++++++++++++++++++++++++++                | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~04s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=13s  
SaveDotPlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
             subclass.labels, ident.labels,
             "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/", "ENSMODG")
Saving 24 x 7 in image
SaveFeaturePlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
                 subclass.labels, ident.labels,
                 "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

subclass.labels <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

for (sbcl in subclass.labels) {
  for (id in ident.labels) {
    p <- PlotIdentGeneCounts(markers.opossum.glutamatergic, sbcl, id)
    p <- p + theme(aspect.ratio = 1) # Make plot square
    print(p)
  }
}
Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
Please use `linewidth` instead.
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL


DefaultAssay(obj.opossum.glutamatergic) <- "SCT"
ident = "SCT_snn_res.2"
gene <- "Pvalb"
DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = ident, label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()
Error: Cannot find 'SCT_snn_res.2' in this Seurat object

# whole-transcriptome cross-validated classification
subclass.labels <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

SaveIdentConfusionMatrices(obj.opossum.glutamatergic, subclass.labels, ident.labels, 
                      "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")
Warning: package ‘xgboost’ was built under R version 4.3.1
Attaching package: ‘xgboost’

The following object is masked from ‘package:dplyr’:

    slice

The following object is masked from ‘package:IRanges’:

    slice

# label subclasses and types
obj.opossum.glutamatergic$subclass <- NA
obj.opossum.glutamatergic$type <- NA

subclass.resolutions <- rev(list(IT_A = 0.5, IT_B = 0.5, IT_C = 0.5, IT_D = 0.5, L5PT = 1.5, L5NP = 0.5, L6CT = 1.5, L6b = 0.5))
obj.opossum.glutamatergic <- LabelCells(obj.opossum.glutamatergic, subclass.resolutions)
Warning: NAs present in type column...

DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = "subclass", label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()

DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = "type", label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()


# Plot relative subclass proportions
Idents(obj.opossum.glutamatergic) <- "subclass"
levels(obj.opossum.glutamatergic) <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b")

IdentBySample(obj.opossum.glutamatergic, y_limits = c(0, 0.60))
Error: object 'smpl' not found

subclass.labels <- c("IT_A", "IT_B", "IT_C", "L5PT", "L6CT")
ident.labels <- c("type")

subclass.markers.opossum.glutamatergic <- SubclassMarkerDict(obj.opossum.glutamatergic, "subclass",
                                                       "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_subclass.rds")
Calculating cluster IT_A

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~46s          
  |++                                                | 2 % ~47s          
  |++                                                | 3 % ~48s          
  |+++                                               | 4 % ~47s          
  |+++                                               | 5 % ~46s          
  |++++                                              | 7 % ~46s          
  |++++                                              | 8 % ~46s          
  |+++++                                             | 9 % ~46s          
  |+++++                                             | 10% ~46s          
  |++++++                                            | 11% ~45s          
  |++++++                                            | 12% ~45s          
  |+++++++                                           | 13% ~45s          
  |++++++++                                          | 14% ~46s          
  |++++++++                                          | 15% ~46s          
  |+++++++++                                         | 16% ~45s          
  |+++++++++                                         | 17% ~44s          
  |++++++++++                                        | 18% ~44s          
  |++++++++++                                        | 20% ~43s          
  |+++++++++++                                       | 21% ~43s          
  |+++++++++++                                       | 22% ~42s          
  |++++++++++++                                      | 23% ~42s          
  |++++++++++++                                      | 24% ~41s          
  |+++++++++++++                                     | 25% ~41s          
  |++++++++++++++                                    | 26% ~40s          
  |++++++++++++++                                    | 27% ~40s          
  |+++++++++++++++                                   | 28% ~39s          
  |+++++++++++++++                                   | 29% ~39s          
  |++++++++++++++++                                  | 30% ~38s          
  |++++++++++++++++                                  | 32% ~38s          
  |+++++++++++++++++                                 | 33% ~37s          
  |+++++++++++++++++                                 | 34% ~37s          
  |++++++++++++++++++                                | 35% ~36s          
  |++++++++++++++++++                                | 36% ~35s          
  |+++++++++++++++++++                               | 37% ~35s          
  |++++++++++++++++++++                              | 38% ~34s          
  |++++++++++++++++++++                              | 39% ~34s          
  |+++++++++++++++++++++                             | 40% ~33s          
  |+++++++++++++++++++++                             | 41% ~33s          
  |++++++++++++++++++++++                            | 42% ~32s          
  |++++++++++++++++++++++                            | 43% ~31s          
  |+++++++++++++++++++++++                           | 45% ~31s          
  |+++++++++++++++++++++++                           | 46% ~30s          
  |++++++++++++++++++++++++                          | 47% ~29s          
  |++++++++++++++++++++++++                          | 48% ~29s          
  |+++++++++++++++++++++++++                         | 49% ~28s          
  |+++++++++++++++++++++++++                         | 50% ~28s          
  |++++++++++++++++++++++++++                        | 51% ~27s          
  |+++++++++++++++++++++++++++                       | 52% ~26s          
  |+++++++++++++++++++++++++++                       | 53% ~26s          
  |++++++++++++++++++++++++++++                      | 54% ~25s          
  |++++++++++++++++++++++++++++                      | 55% ~24s          
  |+++++++++++++++++++++++++++++                     | 57% ~24s          
  |+++++++++++++++++++++++++++++                     | 58% ~23s          
  |++++++++++++++++++++++++++++++                    | 59% ~23s          
  |++++++++++++++++++++++++++++++                    | 60% ~22s          
  |+++++++++++++++++++++++++++++++                   | 61% ~21s          
  |+++++++++++++++++++++++++++++++                   | 62% ~21s          
  |++++++++++++++++++++++++++++++++                  | 63% ~20s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~20s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~19s          
  |++++++++++++++++++++++++++++++++++                | 66% ~18s          
  |++++++++++++++++++++++++++++++++++                | 67% ~18s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~17s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~17s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~16s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~15s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~15s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~14s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~14s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~13s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~12s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~12s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=54s  
Calculating cluster L5NP

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 32s      
  |++                                                | 2 % ~01m 31s      
  |++                                                | 3 % ~01m 29s      
  |+++                                               | 4 % ~01m 28s      
  |+++                                               | 5 % ~01m 26s      
  |++++                                              | 6 % ~01m 24s      
  |++++                                              | 7 % ~01m 22s      
  |+++++                                             | 9 % ~01m 21s      
  |+++++                                             | 10% ~01m 19s      
  |++++++                                            | 11% ~01m 19s      
  |++++++                                            | 12% ~01m 17s      
  |+++++++                                           | 13% ~01m 17s      
  |+++++++                                           | 14% ~01m 15s      
  |++++++++                                          | 15% ~01m 14s      
  |++++++++                                          | 16% ~01m 13s      
  |+++++++++                                         | 17% ~01m 12s      
  |++++++++++                                        | 18% ~01m 11s      
  |++++++++++                                        | 19% ~01m 10s      
  |+++++++++++                                       | 20% ~01m 09s      
  |+++++++++++                                       | 21% ~01m 08s      
  |++++++++++++                                      | 22% ~01m 07s      
  |++++++++++++                                      | 23% ~01m 06s      
  |+++++++++++++                                     | 24% ~01m 05s      
  |+++++++++++++                                     | 26% ~01m 04s      
  |++++++++++++++                                    | 27% ~01m 04s      
  |++++++++++++++                                    | 28% ~01m 03s      
  |+++++++++++++++                                   | 29% ~01m 02s      
  |+++++++++++++++                                   | 30% ~01m 01s      
  |++++++++++++++++                                  | 31% ~01m 00s      
  |++++++++++++++++                                  | 32% ~60s          
  |+++++++++++++++++                                 | 33% ~59s          
  |++++++++++++++++++                                | 34% ~58s          
  |++++++++++++++++++                                | 35% ~57s          
  |+++++++++++++++++++                               | 36% ~56s          
  |+++++++++++++++++++                               | 37% ~55s          
  |++++++++++++++++++++                              | 38% ~54s          
  |++++++++++++++++++++                              | 39% ~53s          
  |+++++++++++++++++++++                             | 40% ~52s          
  |+++++++++++++++++++++                             | 41% ~51s          
  |++++++++++++++++++++++                            | 43% ~01m 00s      
  |++++++++++++++++++++++                            | 44% ~59s          
  |+++++++++++++++++++++++                           | 45% ~57s          
  |+++++++++++++++++++++++                           | 46% ~56s          
  |++++++++++++++++++++++++                          | 47% ~55s          
  |++++++++++++++++++++++++                          | 48% ~54s          
  |+++++++++++++++++++++++++                         | 49% ~52s          
  |+++++++++++++++++++++++++                         | 50% ~51s          
  |++++++++++++++++++++++++++                        | 51% ~50s          
  |+++++++++++++++++++++++++++                       | 52% ~49s          
  |+++++++++++++++++++++++++++                       | 53% ~48s          
  |++++++++++++++++++++++++++++                      | 54% ~47s          
  |++++++++++++++++++++++++++++                      | 55% ~46s          
  |+++++++++++++++++++++++++++++                     | 56% ~45s          
  |+++++++++++++++++++++++++++++                     | 57% ~43s          
  |++++++++++++++++++++++++++++++                    | 59% ~42s          
  |++++++++++++++++++++++++++++++                    | 60% ~41s          
  |+++++++++++++++++++++++++++++++                   | 61% ~40s          
  |+++++++++++++++++++++++++++++++                   | 62% ~39s          
  |++++++++++++++++++++++++++++++++                  | 63% ~38s          
  |++++++++++++++++++++++++++++++++                  | 64% ~36s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~35s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~34s          
  |++++++++++++++++++++++++++++++++++                | 67% ~33s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~32s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~31s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~30s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~29s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~27s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~26s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~25s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~24s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~23s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~22s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~21s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~19s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 36s
Calculating cluster IT_C

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~49s          
  |++                                                | 2 % ~50s          
  |++                                                | 3 % ~49s          
  |+++                                               | 4 % ~49s          
  |+++                                               | 5 % ~49s          
  |++++                                              | 6 % ~47s          
  |++++                                              | 8 % ~46s          
  |+++++                                             | 9 % ~46s          
  |+++++                                             | 10% ~45s          
  |++++++                                            | 11% ~44s          
  |++++++                                            | 12% ~43s          
  |+++++++                                           | 13% ~42s          
  |+++++++                                           | 14% ~42s          
  |++++++++                                          | 15% ~41s          
  |+++++++++                                         | 16% ~41s          
  |+++++++++                                         | 17% ~40s          
  |++++++++++                                        | 18% ~40s          
  |++++++++++                                        | 19% ~39s          
  |+++++++++++                                       | 20% ~38s          
  |+++++++++++                                       | 22% ~38s          
  |++++++++++++                                      | 23% ~37s          
  |++++++++++++                                      | 24% ~36s          
  |+++++++++++++                                     | 25% ~36s          
  |+++++++++++++                                     | 26% ~35s          
  |++++++++++++++                                    | 27% ~35s          
  |++++++++++++++                                    | 28% ~34s          
  |+++++++++++++++                                   | 29% ~34s          
  |++++++++++++++++                                  | 30% ~33s          
  |++++++++++++++++                                  | 31% ~33s          
  |+++++++++++++++++                                 | 32% ~32s          
  |+++++++++++++++++                                 | 33% ~32s          
  |++++++++++++++++++                                | 34% ~31s          
  |++++++++++++++++++                                | 35% ~31s          
  |+++++++++++++++++++                               | 37% ~30s          
  |+++++++++++++++++++                               | 38% ~29s          
  |++++++++++++++++++++                              | 39% ~29s          
  |++++++++++++++++++++                              | 40% ~28s          
  |+++++++++++++++++++++                             | 41% ~28s          
  |+++++++++++++++++++++                             | 42% ~27s          
  |++++++++++++++++++++++                            | 43% ~27s          
  |+++++++++++++++++++++++                           | 44% ~26s          
  |+++++++++++++++++++++++                           | 45% ~26s          
  |++++++++++++++++++++++++                          | 46% ~25s          
  |++++++++++++++++++++++++                          | 47% ~24s          
  |+++++++++++++++++++++++++                         | 48% ~24s          
  |+++++++++++++++++++++++++                         | 49% ~23s          
  |++++++++++++++++++++++++++                        | 51% ~23s          
  |++++++++++++++++++++++++++                        | 52% ~22s          
  |+++++++++++++++++++++++++++                       | 53% ~22s          
  |+++++++++++++++++++++++++++                       | 54% ~21s          
  |++++++++++++++++++++++++++++                      | 55% ~21s          
  |++++++++++++++++++++++++++++                      | 56% ~20s          
  |+++++++++++++++++++++++++++++                     | 57% ~20s          
  |++++++++++++++++++++++++++++++                    | 58% ~19s          
  |++++++++++++++++++++++++++++++                    | 59% ~19s          
  |+++++++++++++++++++++++++++++++                   | 60% ~18s          
  |+++++++++++++++++++++++++++++++                   | 61% ~18s          
  |++++++++++++++++++++++++++++++++                  | 62% ~17s          
  |++++++++++++++++++++++++++++++++                  | 63% ~17s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~16s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~16s          
  |++++++++++++++++++++++++++++++++++                | 67% ~15s          
  |++++++++++++++++++++++++++++++++++                | 68% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~14s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~13s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~12s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~11s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=43s  
Calculating cluster L5PT

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 02s      
  |++                                                | 2 % ~01m 02s      
  |++                                                | 3 % ~01m 01s      
  |+++                                               | 4 % ~59s          
  |+++                                               | 5 % ~59s          
  |++++                                              | 6 % ~58s          
  |++++                                              | 7 % ~59s          
  |+++++                                             | 8 % ~58s          
  |+++++                                             | 9 % ~58s          
  |++++++                                            | 10% ~58s          
  |++++++                                            | 11% ~59s          
  |+++++++                                           | 12% ~59s          
  |+++++++                                           | 13% ~59s          
  |++++++++                                          | 14% ~58s          
  |++++++++                                          | 15% ~58s          
  |+++++++++                                         | 16% ~58s          
  |+++++++++                                         | 17% ~58s          
  |++++++++++                                        | 18% ~57s          
  |++++++++++                                        | 19% ~57s          
  |+++++++++++                                       | 20% ~57s          
  |+++++++++++                                       | 21% ~56s          
  |++++++++++++                                      | 22% ~56s          
  |++++++++++++                                      | 23% ~55s          
  |+++++++++++++                                     | 24% ~54s          
  |+++++++++++++                                     | 26% ~54s          
  |++++++++++++++                                    | 27% ~53s          
  |++++++++++++++                                    | 28% ~52s          
  |+++++++++++++++                                   | 29% ~51s          
  |+++++++++++++++                                   | 30% ~51s          
  |++++++++++++++++                                  | 31% ~50s          
  |++++++++++++++++                                  | 32% ~49s          
  |+++++++++++++++++                                 | 33% ~48s          
  |+++++++++++++++++                                 | 34% ~48s          
  |++++++++++++++++++                                | 35% ~47s          
  |++++++++++++++++++                                | 36% ~46s          
  |+++++++++++++++++++                               | 37% ~45s          
  |+++++++++++++++++++                               | 38% ~45s          
  |++++++++++++++++++++                              | 39% ~44s          
  |++++++++++++++++++++                              | 40% ~43s          
  |+++++++++++++++++++++                             | 41% ~42s          
  |+++++++++++++++++++++                             | 42% ~41s          
  |++++++++++++++++++++++                            | 43% ~41s          
  |++++++++++++++++++++++                            | 44% ~40s          
  |+++++++++++++++++++++++                           | 45% ~39s          
  |+++++++++++++++++++++++                           | 46% ~38s          
  |++++++++++++++++++++++++                          | 47% ~37s          
  |++++++++++++++++++++++++                          | 48% ~37s          
  |+++++++++++++++++++++++++                         | 49% ~36s          
  |+++++++++++++++++++++++++                         | 50% ~35s          
  |++++++++++++++++++++++++++                        | 51% ~34s          
  |+++++++++++++++++++++++++++                       | 52% ~33s          
  |+++++++++++++++++++++++++++                       | 53% ~33s          
  |++++++++++++++++++++++++++++                      | 54% ~32s          
  |++++++++++++++++++++++++++++                      | 55% ~31s          
  |+++++++++++++++++++++++++++++                     | 56% ~30s          
  |+++++++++++++++++++++++++++++                     | 57% ~30s          
  |++++++++++++++++++++++++++++++                    | 58% ~29s          
  |++++++++++++++++++++++++++++++                    | 59% ~28s          
  |+++++++++++++++++++++++++++++++                   | 60% ~27s          
  |+++++++++++++++++++++++++++++++                   | 61% ~27s          
  |++++++++++++++++++++++++++++++++                  | 62% ~26s          
  |++++++++++++++++++++++++++++++++                  | 63% ~25s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~25s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~24s          
  |++++++++++++++++++++++++++++++++++                | 66% ~23s          
  |++++++++++++++++++++++++++++++++++                | 67% ~22s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~22s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~21s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~20s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~19s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~19s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~18s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~17s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~17s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~16s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~15s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~14s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 06s
Calculating cluster L6CT

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 19s      
  |+                                                 | 2 % ~01m 24s      
  |++                                                | 3 % ~01m 22s      
  |++                                                | 4 % ~01m 21s      
  |+++                                               | 5 % ~01m 19s      
  |+++                                               | 6 % ~01m 18s      
  |++++                                              | 7 % ~01m 16s      
  |++++                                              | 8 % ~01m 16s      
  |+++++                                             | 9 % ~01m 15s      
  |+++++                                             | 10% ~01m 14s      
  |++++++                                            | 11% ~01m 14s      
  |++++++                                            | 12% ~01m 13s      
  |+++++++                                           | 13% ~01m 12s      
  |+++++++                                           | 14% ~01m 11s      
  |++++++++                                          | 15% ~01m 10s      
  |++++++++                                          | 16% ~01m 10s      
  |+++++++++                                         | 17% ~01m 09s      
  |+++++++++                                         | 18% ~01m 08s      
  |++++++++++                                        | 19% ~01m 08s      
  |++++++++++                                        | 20% ~01m 07s      
  |+++++++++++                                       | 21% ~01m 06s      
  |+++++++++++                                       | 22% ~01m 05s      
  |++++++++++++                                      | 23% ~01m 04s      
  |++++++++++++                                      | 24% ~01m 03s      
  |+++++++++++++                                     | 25% ~01m 02s      
  |+++++++++++++                                     | 26% ~01m 01s      
  |++++++++++++++                                    | 27% ~60s          
  |++++++++++++++                                    | 28% ~59s          
  |+++++++++++++++                                   | 29% ~58s          
  |+++++++++++++++                                   | 30% ~57s          
  |++++++++++++++++                                  | 31% ~56s          
  |++++++++++++++++                                  | 32% ~55s          
  |+++++++++++++++++                                 | 33% ~54s          
  |+++++++++++++++++                                 | 34% ~53s          
  |++++++++++++++++++                                | 35% ~52s          
  |++++++++++++++++++                                | 36% ~51s          
  |+++++++++++++++++++                               | 37% ~50s          
  |+++++++++++++++++++                               | 38% ~49s          
  |++++++++++++++++++++                              | 39% ~48s          
  |++++++++++++++++++++                              | 40% ~47s          
  |+++++++++++++++++++++                             | 41% ~46s          
  |+++++++++++++++++++++                             | 42% ~45s          
  |++++++++++++++++++++++                            | 43% ~44s          
  |++++++++++++++++++++++                            | 44% ~43s          
  |+++++++++++++++++++++++                           | 45% ~43s          
  |+++++++++++++++++++++++                           | 46% ~42s          
  |++++++++++++++++++++++++                          | 47% ~41s          
  |++++++++++++++++++++++++                          | 48% ~40s          
  |+++++++++++++++++++++++++                         | 49% ~39s          
  |+++++++++++++++++++++++++                         | 50% ~39s          
  |++++++++++++++++++++++++++                        | 51% ~38s          
  |++++++++++++++++++++++++++                        | 52% ~37s          
  |+++++++++++++++++++++++++++                       | 53% ~36s          
  |+++++++++++++++++++++++++++                       | 54% ~35s          
  |++++++++++++++++++++++++++++                      | 55% ~35s          
  |++++++++++++++++++++++++++++                      | 56% ~34s          
  |+++++++++++++++++++++++++++++                     | 57% ~33s          
  |+++++++++++++++++++++++++++++                     | 58% ~32s          
  |++++++++++++++++++++++++++++++                    | 59% ~31s          
  |++++++++++++++++++++++++++++++                    | 60% ~31s          
  |+++++++++++++++++++++++++++++++                   | 61% ~30s          
  |+++++++++++++++++++++++++++++++                   | 62% ~29s          
  |++++++++++++++++++++++++++++++++                  | 63% ~28s          
  |++++++++++++++++++++++++++++++++                  | 64% ~27s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~27s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~26s          
  |++++++++++++++++++++++++++++++++++                | 67% ~25s          
  |++++++++++++++++++++++++++++++++++                | 68% ~24s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~23s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~23s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~22s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~21s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~20s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~20s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~19s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~18s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~17s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~17s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~16s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 26s
Calculating cluster IT_D

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 21s      
  |++                                                | 2 % ~01m 20s      
  |++                                                | 3 % ~01m 14s      
  |+++                                               | 4 % ~01m 11s      
  |+++                                               | 5 % ~01m 08s      
  |++++                                              | 6 % ~01m 06s      
  |++++                                              | 7 % ~01m 05s      
  |+++++                                             | 8 % ~01m 03s      
  |+++++                                             | 9 % ~01m 01s      
  |++++++                                            | 10% ~01m 01s      
  |++++++                                            | 11% ~59s          
  |+++++++                                           | 12% ~58s          
  |+++++++                                           | 13% ~57s          
  |++++++++                                          | 14% ~56s          
  |++++++++                                          | 15% ~56s          
  |+++++++++                                         | 16% ~55s          
  |+++++++++                                         | 17% ~55s          
  |++++++++++                                        | 18% ~54s          
  |++++++++++                                        | 19% ~54s          
  |+++++++++++                                       | 20% ~53s          
  |+++++++++++                                       | 21% ~52s          
  |++++++++++++                                      | 22% ~51s          
  |++++++++++++                                      | 23% ~50s          
  |+++++++++++++                                     | 24% ~50s          
  |+++++++++++++                                     | 25% ~49s          
  |++++++++++++++                                    | 26% ~48s          
  |++++++++++++++                                    | 27% ~47s          
  |+++++++++++++++                                   | 28% ~47s          
  |+++++++++++++++                                   | 29% ~46s          
  |++++++++++++++++                                  | 30% ~45s          
  |++++++++++++++++                                  | 31% ~45s          
  |+++++++++++++++++                                 | 32% ~44s          
  |+++++++++++++++++                                 | 33% ~43s          
  |++++++++++++++++++                                | 34% ~43s          
  |++++++++++++++++++                                | 35% ~42s          
  |+++++++++++++++++++                               | 36% ~41s          
  |+++++++++++++++++++                               | 37% ~41s          
  |++++++++++++++++++++                              | 38% ~40s          
  |++++++++++++++++++++                              | 39% ~39s          
  |+++++++++++++++++++++                             | 40% ~39s          
  |+++++++++++++++++++++                             | 41% ~38s          
  |++++++++++++++++++++++                            | 42% ~37s          
  |++++++++++++++++++++++                            | 43% ~37s          
  |+++++++++++++++++++++++                           | 44% ~36s          
  |+++++++++++++++++++++++                           | 45% ~35s          
  |++++++++++++++++++++++++                          | 46% ~35s          
  |++++++++++++++++++++++++                          | 47% ~34s          
  |+++++++++++++++++++++++++                         | 48% ~34s          
  |+++++++++++++++++++++++++                         | 49% ~33s          
  |++++++++++++++++++++++++++                        | 51% ~32s          
  |++++++++++++++++++++++++++                        | 52% ~32s          
  |+++++++++++++++++++++++++++                       | 53% ~31s          
  |+++++++++++++++++++++++++++                       | 54% ~31s          
  |++++++++++++++++++++++++++++                      | 55% ~30s          
  |++++++++++++++++++++++++++++                      | 56% ~29s          
  |+++++++++++++++++++++++++++++                     | 57% ~29s          
  |+++++++++++++++++++++++++++++                     | 58% ~28s          
  |++++++++++++++++++++++++++++++                    | 59% ~27s          
  |++++++++++++++++++++++++++++++                    | 60% ~27s          
  |+++++++++++++++++++++++++++++++                   | 61% ~26s          
  |+++++++++++++++++++++++++++++++                   | 62% ~25s          
  |++++++++++++++++++++++++++++++++                  | 63% ~25s          
  |++++++++++++++++++++++++++++++++                  | 64% ~24s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~23s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~23s          
  |++++++++++++++++++++++++++++++++++                | 67% ~22s          
  |++++++++++++++++++++++++++++++++++                | 68% ~21s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~21s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~20s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~19s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~19s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~18s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~17s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~17s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~16s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~15s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~15s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~14s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 06s
Calculating cluster IT_B

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~48s          
  |++                                                | 2 % ~48s          
  |++                                                | 3 % ~46s          
  |+++                                               | 4 % ~46s          
  |+++                                               | 5 % ~44s          
  |++++                                              | 6 % ~43s          
  |++++                                              | 7 % ~43s          
  |+++++                                             | 8 % ~42s          
  |+++++                                             | 9 % ~42s          
  |++++++                                            | 10% ~41s          
  |++++++                                            | 11% ~40s          
  |+++++++                                           | 12% ~40s          
  |+++++++                                           | 13% ~39s          
  |++++++++                                          | 14% ~38s          
  |++++++++                                          | 15% ~38s          
  |+++++++++                                         | 16% ~37s          
  |+++++++++                                         | 18% ~37s          
  |++++++++++                                        | 19% ~36s          
  |++++++++++                                        | 20% ~35s          
  |+++++++++++                                       | 21% ~01m 05s      
  |+++++++++++                                       | 22% ~01m 03s      
  |++++++++++++                                      | 23% ~01m 01s      
  |++++++++++++                                      | 24% ~59s          
  |+++++++++++++                                     | 25% ~57s          
  |+++++++++++++                                     | 26% ~56s          
  |++++++++++++++                                    | 27% ~54s          
  |++++++++++++++                                    | 28% ~53s          
  |+++++++++++++++                                   | 29% ~51s          
  |+++++++++++++++                                   | 30% ~50s          
  |++++++++++++++++                                  | 31% ~48s          
  |++++++++++++++++                                  | 32% ~47s          
  |+++++++++++++++++                                 | 33% ~46s          
  |++++++++++++++++++                                | 34% ~45s          
  |++++++++++++++++++                                | 35% ~44s          
  |+++++++++++++++++++                               | 36% ~43s          
  |+++++++++++++++++++                               | 37% ~42s          
  |++++++++++++++++++++                              | 38% ~41s          
  |++++++++++++++++++++                              | 39% ~40s          
  |+++++++++++++++++++++                             | 40% ~39s          
  |+++++++++++++++++++++                             | 41% ~39s          
  |++++++++++++++++++++++                            | 42% ~38s          
  |++++++++++++++++++++++                            | 43% ~37s          
  |+++++++++++++++++++++++                           | 44% ~36s          
  |+++++++++++++++++++++++                           | 45% ~35s          
  |++++++++++++++++++++++++                          | 46% ~34s          
  |++++++++++++++++++++++++                          | 47% ~33s          
  |+++++++++++++++++++++++++                         | 48% ~33s          
  |+++++++++++++++++++++++++                         | 49% ~32s          
  |++++++++++++++++++++++++++                        | 51% ~31s          
  |++++++++++++++++++++++++++                        | 52% ~30s          
  |+++++++++++++++++++++++++++                       | 53% ~29s          
  |+++++++++++++++++++++++++++                       | 54% ~29s          
  |++++++++++++++++++++++++++++                      | 55% ~28s          
  |++++++++++++++++++++++++++++                      | 56% ~27s          
  |+++++++++++++++++++++++++++++                     | 57% ~26s          
  |+++++++++++++++++++++++++++++                     | 58% ~26s          
  |++++++++++++++++++++++++++++++                    | 59% ~25s          
  |++++++++++++++++++++++++++++++                    | 60% ~24s          
  |+++++++++++++++++++++++++++++++                   | 61% ~23s          
  |+++++++++++++++++++++++++++++++                   | 62% ~23s          
  |++++++++++++++++++++++++++++++++                  | 63% ~22s          
  |++++++++++++++++++++++++++++++++                  | 64% ~21s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~21s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~20s          
  |++++++++++++++++++++++++++++++++++                | 67% ~19s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~18s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~18s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~17s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~17s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~16s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~15s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~15s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~14s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~13s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~13s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~12s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=53s  
Calculating cluster L6b

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 03s      
  |++                                                | 2 % ~03m 06s      
  |++                                                | 3 % ~03m 05s      
  |+++                                               | 4 % ~03m 01s      
  |+++                                               | 5 % ~02m 59s      
  |++++                                              | 6 % ~02m 58s      
  |++++                                              | 7 % ~02m 57s      
  |+++++                                             | 8 % ~02m 55s      
  |+++++                                             | 9 % ~02m 54s      
  |++++++                                            | 10% ~02m 51s      
  |++++++                                            | 11% ~02m 49s      
  |+++++++                                           | 12% ~02m 46s      
  |+++++++                                           | 13% ~02m 44s      
  |++++++++                                          | 14% ~02m 41s      
  |++++++++                                          | 15% ~02m 38s      
  |+++++++++                                         | 16% ~02m 36s      
  |+++++++++                                         | 18% ~02m 34s      
  |++++++++++                                        | 19% ~02m 33s      
  |++++++++++                                        | 20% ~02m 31s      
  |+++++++++++                                       | 21% ~02m 29s      
  |+++++++++++                                       | 22% ~02m 27s      
  |++++++++++++                                      | 23% ~02m 24s      
  |++++++++++++                                      | 24% ~02m 22s      
  |+++++++++++++                                     | 25% ~02m 20s      
  |+++++++++++++                                     | 26% ~02m 17s      
  |++++++++++++++                                    | 27% ~02m 15s      
  |++++++++++++++                                    | 28% ~02m 12s      
  |+++++++++++++++                                   | 29% ~02m 09s      
  |+++++++++++++++                                   | 30% ~02m 07s      
  |++++++++++++++++                                  | 31% ~02m 05s      
  |++++++++++++++++                                  | 32% ~02m 02s      
  |+++++++++++++++++                                 | 33% ~02m 00s      
  |++++++++++++++++++                                | 34% ~01m 58s      
  |++++++++++++++++++                                | 35% ~01m 56s      
  |+++++++++++++++++++                               | 36% ~01m 54s      
  |+++++++++++++++++++                               | 37% ~01m 52s      
  |++++++++++++++++++++                              | 38% ~01m 50s      
  |++++++++++++++++++++                              | 39% ~01m 48s      
  |+++++++++++++++++++++                             | 40% ~01m 46s      
  |+++++++++++++++++++++                             | 41% ~01m 44s      
  |++++++++++++++++++++++                            | 42% ~01m 42s      
  |++++++++++++++++++++++                            | 43% ~01m 40s      
  |+++++++++++++++++++++++                           | 44% ~01m 39s      
  |+++++++++++++++++++++++                           | 45% ~01m 37s      
  |++++++++++++++++++++++++                          | 46% ~01m 35s      
  |++++++++++++++++++++++++                          | 47% ~01m 33s      
  |+++++++++++++++++++++++++                         | 48% ~01m 32s      
  |+++++++++++++++++++++++++                         | 49% ~01m 30s      
  |++++++++++++++++++++++++++                        | 51% ~01m 28s      
  |++++++++++++++++++++++++++                        | 52% ~01m 26s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 24s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 22s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 20s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 18s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 16s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 14s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 12s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 18s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 15s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 13s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 11s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 09s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 07s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 05s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 03s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 01s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~59s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~57s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~55s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~53s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~51s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~49s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~47s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~45s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~43s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~41s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~39s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~33s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~27s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 06s
markers.opossum.glutamatergic <- IdentMarkerDict(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                                        "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_types.rds")
Calculating cluster IT_A_2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~34s          
  |++                                                | 2 % ~34s          
  |++                                                | 3 % ~35s          
  |+++                                               | 4 % ~34s          
  |+++                                               | 5 % ~33s          
  |++++                                              | 6 % ~33s          
  |++++                                              | 7 % ~33s          
  |+++++                                             | 9 % ~32s          
  |+++++                                             | 10% ~32s          
  |++++++                                            | 11% ~32s          
  |++++++                                            | 12% ~32s          
  |+++++++                                           | 13% ~32s          
  |+++++++                                           | 14% ~31s          
  |++++++++                                          | 15% ~31s          
  |++++++++                                          | 16% ~31s          
  |+++++++++                                         | 17% ~31s          
  |++++++++++                                        | 18% ~30s          
  |++++++++++                                        | 19% ~30s          
  |+++++++++++                                       | 20% ~30s          
  |+++++++++++                                       | 21% ~29s          
  |++++++++++++                                      | 22% ~29s          
  |++++++++++++                                      | 23% ~29s          
  |+++++++++++++                                     | 24% ~28s          
  |+++++++++++++                                     | 26% ~28s          
  |++++++++++++++                                    | 27% ~27s          
  |++++++++++++++                                    | 28% ~27s          
  |+++++++++++++++                                   | 29% ~27s          
  |+++++++++++++++                                   | 30% ~26s          
  |++++++++++++++++                                  | 31% ~26s          
  |++++++++++++++++                                  | 32% ~25s          
  |+++++++++++++++++                                 | 33% ~25s          
  |++++++++++++++++++                                | 34% ~25s          
  |++++++++++++++++++                                | 35% ~24s          
  |+++++++++++++++++++                               | 36% ~24s          
  |+++++++++++++++++++                               | 37% ~23s          
  |++++++++++++++++++++                              | 38% ~23s          
  |++++++++++++++++++++                              | 39% ~22s          
  |+++++++++++++++++++++                             | 40% ~22s          
  |+++++++++++++++++++++                             | 41% ~22s          
  |++++++++++++++++++++++                            | 43% ~21s          
  |++++++++++++++++++++++                            | 44% ~21s          
  |+++++++++++++++++++++++                           | 45% ~20s          
  |+++++++++++++++++++++++                           | 46% ~20s          
  |++++++++++++++++++++++++                          | 47% ~20s          
  |++++++++++++++++++++++++                          | 48% ~19s          
  |+++++++++++++++++++++++++                         | 49% ~19s          
  |+++++++++++++++++++++++++                         | 50% ~18s          
  |++++++++++++++++++++++++++                        | 51% ~18s          
  |+++++++++++++++++++++++++++                       | 52% ~18s          
  |+++++++++++++++++++++++++++                       | 53% ~17s          
  |++++++++++++++++++++++++++++                      | 54% ~17s          
  |++++++++++++++++++++++++++++                      | 55% ~16s          
  |+++++++++++++++++++++++++++++                     | 56% ~16s          
  |+++++++++++++++++++++++++++++                     | 57% ~16s          
  |++++++++++++++++++++++++++++++                    | 59% ~25s          
  |++++++++++++++++++++++++++++++                    | 60% ~24s          
  |+++++++++++++++++++++++++++++++                   | 61% ~23s          
  |+++++++++++++++++++++++++++++++                   | 62% ~22s          
  |++++++++++++++++++++++++++++++++                  | 63% ~22s          
  |++++++++++++++++++++++++++++++++                  | 64% ~21s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~20s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~20s          
  |++++++++++++++++++++++++++++++++++                | 67% ~19s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~18s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~17s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~17s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~16s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~15s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~15s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~14s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~13s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~13s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~12s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~11s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=50s  
Calculating cluster IT_A_4

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~33s          
  |++                                                | 2 % ~35s          
  |++                                                | 3 % ~34s          
  |+++                                               | 4 % ~32s          
  |+++                                               | 5 % ~32s          
  |++++                                              | 6 % ~31s          
  |++++                                              | 7 % ~31s          
  |+++++                                             | 8 % ~31s          
  |+++++                                             | 9 % ~31s          
  |++++++                                            | 10% ~30s          
  |++++++                                            | 11% ~30s          
  |+++++++                                           | 12% ~30s          
  |+++++++                                           | 13% ~29s          
  |++++++++                                          | 14% ~29s          
  |++++++++                                          | 15% ~28s          
  |+++++++++                                         | 16% ~28s          
  |+++++++++                                         | 17% ~28s          
  |++++++++++                                        | 18% ~27s          
  |++++++++++                                        | 19% ~27s          
  |+++++++++++                                       | 20% ~27s          
  |+++++++++++                                       | 21% ~26s          
  |++++++++++++                                      | 22% ~26s          
  |++++++++++++                                      | 23% ~26s          
  |+++++++++++++                                     | 24% ~25s          
  |+++++++++++++                                     | 26% ~25s          
  |++++++++++++++                                    | 27% ~24s          
  |++++++++++++++                                    | 28% ~24s          
  |+++++++++++++++                                   | 29% ~24s          
  |+++++++++++++++                                   | 30% ~23s          
  |++++++++++++++++                                  | 31% ~23s          
  |++++++++++++++++                                  | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~22s          
  |+++++++++++++++++                                 | 34% ~22s          
  |++++++++++++++++++                                | 35% ~22s          
  |++++++++++++++++++                                | 36% ~21s          
  |+++++++++++++++++++                               | 37% ~21s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~21s          
  |++++++++++++++++++++                              | 40% ~20s          
  |+++++++++++++++++++++                             | 41% ~20s          
  |+++++++++++++++++++++                             | 42% ~20s          
  |++++++++++++++++++++++                            | 43% ~19s          
  |++++++++++++++++++++++                            | 44% ~19s          
  |+++++++++++++++++++++++                           | 45% ~19s          
  |+++++++++++++++++++++++                           | 46% ~18s          
  |++++++++++++++++++++++++                          | 47% ~18s          
  |++++++++++++++++++++++++                          | 48% ~18s          
  |+++++++++++++++++++++++++                         | 49% ~17s          
  |+++++++++++++++++++++++++                         | 50% ~17s          
  |++++++++++++++++++++++++++                        | 51% ~17s          
  |+++++++++++++++++++++++++++                       | 52% ~16s          
  |+++++++++++++++++++++++++++                       | 53% ~16s          
  |++++++++++++++++++++++++++++                      | 54% ~16s          
  |++++++++++++++++++++++++++++                      | 55% ~15s          
  |+++++++++++++++++++++++++++++                     | 56% ~15s          
  |+++++++++++++++++++++++++++++                     | 57% ~15s          
  |++++++++++++++++++++++++++++++                    | 58% ~14s          
  |++++++++++++++++++++++++++++++                    | 59% ~14s          
  |+++++++++++++++++++++++++++++++                   | 60% ~13s          
  |+++++++++++++++++++++++++++++++                   | 61% ~13s          
  |++++++++++++++++++++++++++++++++                  | 62% ~13s          
  |++++++++++++++++++++++++++++++++                  | 63% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~12s          
  |++++++++++++++++++++++++++++++++++                | 66% ~11s          
  |++++++++++++++++++++++++++++++++++                | 67% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~08s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=33s  
Calculating cluster IT_A_3

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~17s          
  |++                                                | 2 % ~17s          
  |++                                                | 3 % ~18s          
  |+++                                               | 4 % ~18s          
  |+++                                               | 6 % ~18s          
  |++++                                              | 7 % ~18s          
  |++++                                              | 8 % ~18s          
  |+++++                                             | 9 % ~18s          
  |++++++                                            | 10% ~18s          
  |++++++                                            | 11% ~18s          
  |+++++++                                           | 12% ~18s          
  |+++++++                                           | 13% ~17s          
  |++++++++                                          | 15% ~17s          
  |++++++++                                          | 16% ~17s          
  |+++++++++                                         | 17% ~17s          
  |+++++++++                                         | 18% ~17s          
  |++++++++++                                        | 19% ~17s          
  |+++++++++++                                       | 20% ~16s          
  |+++++++++++                                       | 21% ~16s          
  |++++++++++++                                      | 22% ~16s          
  |++++++++++++                                      | 24% ~16s          
  |+++++++++++++                                     | 25% ~15s          
  |+++++++++++++                                     | 26% ~15s          
  |++++++++++++++                                    | 27% ~15s          
  |+++++++++++++++                                   | 28% ~15s          
  |+++++++++++++++                                   | 29% ~15s          
  |++++++++++++++++                                  | 30% ~15s          
  |++++++++++++++++                                  | 31% ~14s          
  |+++++++++++++++++                                 | 33% ~14s          
  |+++++++++++++++++                                 | 34% ~14s          
  |++++++++++++++++++                                | 35% ~13s          
  |++++++++++++++++++                                | 36% ~13s          
  |+++++++++++++++++++                               | 37% ~13s          
  |++++++++++++++++++++                              | 38% ~13s          
  |++++++++++++++++++++                              | 39% ~13s          
  |+++++++++++++++++++++                             | 40% ~12s          
  |+++++++++++++++++++++                             | 42% ~12s          
  |++++++++++++++++++++++                            | 43% ~12s          
  |++++++++++++++++++++++                            | 44% ~12s          
  |+++++++++++++++++++++++                           | 45% ~12s          
  |++++++++++++++++++++++++                          | 46% ~11s          
  |++++++++++++++++++++++++                          | 47% ~11s          
  |+++++++++++++++++++++++++                         | 48% ~11s          
  |+++++++++++++++++++++++++                         | 49% ~11s          
  |++++++++++++++++++++++++++                        | 51% ~10s          
  |++++++++++++++++++++++++++                        | 52% ~10s          
  |+++++++++++++++++++++++++++                       | 53% ~10s          
  |+++++++++++++++++++++++++++                       | 54% ~10s          
  |++++++++++++++++++++++++++++                      | 55% ~09s          
  |+++++++++++++++++++++++++++++                     | 56% ~09s          
  |+++++++++++++++++++++++++++++                     | 57% ~09s          
  |++++++++++++++++++++++++++++++                    | 58% ~09s          
  |++++++++++++++++++++++++++++++                    | 60% ~09s          
  |+++++++++++++++++++++++++++++++                   | 61% ~08s          
  |+++++++++++++++++++++++++++++++                   | 62% ~08s          
  |++++++++++++++++++++++++++++++++                  | 63% ~08s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~08s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~07s          
  |++++++++++++++++++++++++++++++++++                | 66% ~07s          
  |++++++++++++++++++++++++++++++++++                | 67% ~07s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~07s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~06s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~06s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~05s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~05s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=21s  
Calculating cluster IT_A_1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~24s          
  |+                                                 | 2 % ~23s          
  |++                                                | 3 % ~23s          
  |++                                                | 4 % ~23s          
  |+++                                               | 5 % ~22s          
  |+++                                               | 6 % ~22s          
  |++++                                              | 7 % ~22s          
  |++++                                              | 8 % ~21s          
  |+++++                                             | 9 % ~21s          
  |+++++                                             | 10% ~21s          
  |++++++                                            | 11% ~21s          
  |++++++                                            | 12% ~21s          
  |+++++++                                           | 13% ~20s          
  |+++++++                                           | 14% ~20s          
  |++++++++                                          | 15% ~20s          
  |++++++++                                          | 16% ~20s          
  |+++++++++                                         | 17% ~19s          
  |+++++++++                                         | 18% ~19s          
  |++++++++++                                        | 19% ~19s          
  |++++++++++                                        | 20% ~19s          
  |+++++++++++                                       | 21% ~19s          
  |+++++++++++                                       | 22% ~19s          
  |++++++++++++                                      | 23% ~19s          
  |++++++++++++                                      | 24% ~18s          
  |+++++++++++++                                     | 25% ~18s          
  |+++++++++++++                                     | 26% ~18s          
  |++++++++++++++                                    | 27% ~18s          
  |++++++++++++++                                    | 28% ~17s          
  |+++++++++++++++                                   | 29% ~17s          
  |+++++++++++++++                                   | 30% ~17s          
  |++++++++++++++++                                  | 31% ~17s          
  |++++++++++++++++                                  | 32% ~17s          
  |+++++++++++++++++                                 | 33% ~17s          
  |+++++++++++++++++                                 | 34% ~16s          
  |++++++++++++++++++                                | 35% ~16s          
  |++++++++++++++++++                                | 36% ~16s          
  |+++++++++++++++++++                               | 37% ~16s          
  |+++++++++++++++++++                               | 38% ~15s          
  |++++++++++++++++++++                              | 39% ~15s          
  |++++++++++++++++++++                              | 40% ~15s          
  |+++++++++++++++++++++                             | 41% ~15s          
  |+++++++++++++++++++++                             | 42% ~14s          
  |++++++++++++++++++++++                            | 43% ~14s          
  |++++++++++++++++++++++                            | 44% ~14s          
  |+++++++++++++++++++++++                           | 45% ~14s          
  |+++++++++++++++++++++++                           | 46% ~14s          
  |++++++++++++++++++++++++                          | 47% ~13s          
  |++++++++++++++++++++++++                          | 48% ~13s          
  |+++++++++++++++++++++++++                         | 49% ~13s          
  |+++++++++++++++++++++++++                         | 50% ~13s          
  |++++++++++++++++++++++++++                        | 51% ~13s          
  |++++++++++++++++++++++++++                        | 52% ~12s          
  |+++++++++++++++++++++++++++                       | 53% ~12s          
  |+++++++++++++++++++++++++++                       | 54% ~12s          
  |++++++++++++++++++++++++++++                      | 55% ~12s          
  |++++++++++++++++++++++++++++                      | 56% ~11s          
  |+++++++++++++++++++++++++++++                     | 57% ~11s          
  |+++++++++++++++++++++++++++++                     | 58% ~11s          
  |++++++++++++++++++++++++++++++                    | 59% ~11s          
  |++++++++++++++++++++++++++++++                    | 60% ~10s          
  |+++++++++++++++++++++++++++++++                   | 61% ~10s          
  |+++++++++++++++++++++++++++++++                   | 62% ~10s          
  |++++++++++++++++++++++++++++++++                  | 63% ~10s          
  |++++++++++++++++++++++++++++++++                  | 64% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~09s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~09s          
  |++++++++++++++++++++++++++++++++++                | 67% ~09s          
  |++++++++++++++++++++++++++++++++++                | 68% ~08s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~08s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~08s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~07s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~07s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~06s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=26s  
Calculating cluster IT_A_5

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~35s          
  |++                                                | 2 % ~34s          
  |++                                                | 3 % ~35s          
  |+++                                               | 4 % ~35s          
  |+++                                               | 5 % ~34s          
  |++++                                              | 6 % ~34s          
  |++++                                              | 7 % ~33s          
  |+++++                                             | 8 % ~33s          
  |+++++                                             | 9 % ~32s          
  |++++++                                            | 10% ~32s          
  |++++++                                            | 11% ~31s          
  |+++++++                                           | 12% ~30s          
  |+++++++                                           | 13% ~30s          
  |++++++++                                          | 14% ~30s          
  |++++++++                                          | 15% ~29s          
  |+++++++++                                         | 16% ~29s          
  |+++++++++                                         | 17% ~28s          
  |++++++++++                                        | 18% ~28s          
  |++++++++++                                        | 19% ~28s          
  |+++++++++++                                       | 20% ~27s          
  |+++++++++++                                       | 21% ~27s          
  |++++++++++++                                      | 22% ~26s          
  |++++++++++++                                      | 23% ~26s          
  |+++++++++++++                                     | 24% ~26s          
  |+++++++++++++                                     | 26% ~26s          
  |++++++++++++++                                    | 27% ~25s          
  |++++++++++++++                                    | 28% ~25s          
  |+++++++++++++++                                   | 29% ~25s          
  |+++++++++++++++                                   | 30% ~24s          
  |++++++++++++++++                                  | 31% ~24s          
  |++++++++++++++++                                  | 32% ~23s          
  |+++++++++++++++++                                 | 33% ~23s          
  |+++++++++++++++++                                 | 34% ~23s          
  |++++++++++++++++++                                | 35% ~22s          
  |++++++++++++++++++                                | 36% ~22s          
  |+++++++++++++++++++                               | 37% ~22s          
  |+++++++++++++++++++                               | 38% ~21s          
  |++++++++++++++++++++                              | 39% ~21s          
  |++++++++++++++++++++                              | 40% ~21s          
  |+++++++++++++++++++++                             | 41% ~20s          
  |+++++++++++++++++++++                             | 42% ~20s          
  |++++++++++++++++++++++                            | 43% ~20s          
  |++++++++++++++++++++++                            | 44% ~19s          
  |+++++++++++++++++++++++                           | 45% ~19s          
  |+++++++++++++++++++++++                           | 46% ~19s          
  |++++++++++++++++++++++++                          | 47% ~18s          
  |++++++++++++++++++++++++                          | 48% ~18s          
  |+++++++++++++++++++++++++                         | 49% ~17s          
  |+++++++++++++++++++++++++                         | 50% ~17s          
  |++++++++++++++++++++++++++                        | 51% ~17s          
  |+++++++++++++++++++++++++++                       | 52% ~16s          
  |+++++++++++++++++++++++++++                       | 53% ~16s          
  |++++++++++++++++++++++++++++                      | 54% ~16s          
  |++++++++++++++++++++++++++++                      | 55% ~15s          
  |+++++++++++++++++++++++++++++                     | 56% ~15s          
  |+++++++++++++++++++++++++++++                     | 57% ~14s          
  |++++++++++++++++++++++++++++++                    | 58% ~14s          
  |++++++++++++++++++++++++++++++                    | 59% ~14s          
  |+++++++++++++++++++++++++++++++                   | 60% ~13s          
  |+++++++++++++++++++++++++++++++                   | 61% ~13s          
  |++++++++++++++++++++++++++++++++                  | 62% ~13s          
  |++++++++++++++++++++++++++++++++                  | 63% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~12s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~12s          
  |++++++++++++++++++++++++++++++++++                | 66% ~11s          
  |++++++++++++++++++++++++++++++++++                | 67% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~11s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~10s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~10s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~09s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~08s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~08s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=34s  
Calculating cluster IT_C_2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~40s          
  |++                                                | 2 % ~38s          
  |++                                                | 3 % ~39s          
  |+++                                               | 4 % ~38s          
  |+++                                               | 5 % ~39s          
  |++++                                              | 6 % ~38s          
  |++++                                              | 7 % ~37s          
  |+++++                                             | 8 % ~37s          
  |+++++                                             | 9 % ~36s          
  |++++++                                            | 10% ~36s          
  |++++++                                            | 11% ~36s          
  |+++++++                                           | 12% ~35s          
  |+++++++                                           | 13% ~35s          
  |++++++++                                          | 14% ~34s          
  |++++++++                                          | 15% ~33s          
  |+++++++++                                         | 16% ~33s          
  |+++++++++                                         | 17% ~32s          
  |++++++++++                                        | 18% ~32s          
  |++++++++++                                        | 19% ~31s          
  |+++++++++++                                       | 20% ~31s          
  |+++++++++++                                       | 21% ~31s          
  |++++++++++++                                      | 22% ~30s          
  |++++++++++++                                      | 23% ~30s          
  |+++++++++++++                                     | 24% ~30s          
  |+++++++++++++                                     | 26% ~29s          
  |++++++++++++++                                    | 27% ~29s          
  |++++++++++++++                                    | 28% ~28s          
  |+++++++++++++++                                   | 29% ~28s          
  |+++++++++++++++                                   | 30% ~27s          
  |++++++++++++++++                                  | 31% ~27s          
  |++++++++++++++++                                  | 32% ~27s          
  |+++++++++++++++++                                 | 33% ~26s          
  |+++++++++++++++++                                 | 34% ~26s          
  |++++++++++++++++++                                | 35% ~26s          
  |++++++++++++++++++                                | 36% ~25s          
  |+++++++++++++++++++                               | 37% ~25s          
  |+++++++++++++++++++                               | 38% ~25s          
  |++++++++++++++++++++                              | 39% ~24s          
  |++++++++++++++++++++                              | 40% ~24s          
  |+++++++++++++++++++++                             | 41% ~24s          
  |+++++++++++++++++++++                             | 42% ~23s          
  |++++++++++++++++++++++                            | 43% ~23s          
  |++++++++++++++++++++++                            | 44% ~22s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~22s          
  |++++++++++++++++++++++++                          | 47% ~21s          
  |++++++++++++++++++++++++                          | 48% ~21s          
  |+++++++++++++++++++++++++                         | 49% ~20s          
  |+++++++++++++++++++++++++                         | 50% ~20s          
  |++++++++++++++++++++++++++                        | 51% ~20s          
  |+++++++++++++++++++++++++++                       | 52% ~19s          
  |+++++++++++++++++++++++++++                       | 53% ~19s          
  |++++++++++++++++++++++++++++                      | 54% ~19s          
  |++++++++++++++++++++++++++++                      | 55% ~39s          
  |+++++++++++++++++++++++++++++                     | 56% ~37s          
  |+++++++++++++++++++++++++++++                     | 57% ~36s          
  |++++++++++++++++++++++++++++++                    | 58% ~35s          
  |++++++++++++++++++++++++++++++                    | 59% ~34s          
  |+++++++++++++++++++++++++++++++                   | 60% ~33s          
  |+++++++++++++++++++++++++++++++                   | 61% ~32s          
  |++++++++++++++++++++++++++++++++                  | 62% ~30s          
  |++++++++++++++++++++++++++++++++                  | 63% ~29s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~28s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~27s          
  |++++++++++++++++++++++++++++++++++                | 66% ~26s          
  |++++++++++++++++++++++++++++++++++                | 67% ~25s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~24s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~23s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~22s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~22s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~21s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~20s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~19s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~18s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~17s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~16s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~15s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 04s
Calculating cluster IT_C_1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~10s          
  |++                                                | 2 % ~11s          
  |++                                                | 3 % ~10s          
  |+++                                               | 5 % ~11s          
  |+++                                               | 6 % ~11s          
  |++++                                              | 7 % ~11s          
  |++++                                              | 8 % ~10s          
  |+++++                                             | 9 % ~10s          
  |++++++                                            | 10% ~10s          
  |++++++                                            | 11% ~10s          
  |+++++++                                           | 12% ~10s          
  |+++++++                                           | 14% ~10s          
  |++++++++                                          | 15% ~09s          
  |++++++++                                          | 16% ~10s          
  |+++++++++                                         | 17% ~09s          
  |++++++++++                                        | 18% ~09s          
  |++++++++++                                        | 19% ~09s          
  |+++++++++++                                       | 20% ~09s          
  |+++++++++++                                       | 22% ~09s          
  |++++++++++++                                      | 23% ~09s          
  |++++++++++++                                      | 24% ~09s          
  |+++++++++++++                                     | 25% ~09s          
  |++++++++++++++                                    | 26% ~08s          
  |++++++++++++++                                    | 27% ~08s          
  |+++++++++++++++                                   | 28% ~08s          
  |+++++++++++++++                                   | 30% ~08s          
  |++++++++++++++++                                  | 31% ~08s          
  |++++++++++++++++                                  | 32% ~08s          
  |+++++++++++++++++                                 | 33% ~08s          
  |++++++++++++++++++                                | 34% ~08s          
  |++++++++++++++++++                                | 35% ~08s          
  |+++++++++++++++++++                               | 36% ~08s          
  |+++++++++++++++++++                               | 38% ~07s          
  |++++++++++++++++++++                              | 39% ~07s          
  |++++++++++++++++++++                              | 40% ~07s          
  |+++++++++++++++++++++                             | 41% ~07s          
  |++++++++++++++++++++++                            | 42% ~07s          
  |++++++++++++++++++++++                            | 43% ~07s          
  |+++++++++++++++++++++++                           | 44% ~07s          
  |+++++++++++++++++++++++                           | 45% ~07s          
  |++++++++++++++++++++++++                          | 47% ~06s          
  |++++++++++++++++++++++++                          | 48% ~06s          
  |+++++++++++++++++++++++++                         | 49% ~06s          
  |+++++++++++++++++++++++++                         | 50% ~06s          
  |++++++++++++++++++++++++++                        | 51% ~06s          
  |+++++++++++++++++++++++++++                       | 52% ~06s          
  |+++++++++++++++++++++++++++                       | 53% ~05s          
  |++++++++++++++++++++++++++++                      | 55% ~05s          
  |++++++++++++++++++++++++++++                      | 56% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~05s          
  |+++++++++++++++++++++++++++++                     | 58% ~05s          
  |++++++++++++++++++++++++++++++                    | 59% ~05s          
  |+++++++++++++++++++++++++++++++                   | 60% ~05s          
  |+++++++++++++++++++++++++++++++                   | 61% ~05s          
  |++++++++++++++++++++++++++++++++                  | 62% ~04s          
  |++++++++++++++++++++++++++++++++                  | 64% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~04s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~04s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~03s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=12s  
Calculating cluster L5PT_1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~35s          
  |++                                                | 2 % ~36s          
  |++                                                | 3 % ~35s          
  |+++                                               | 4 % ~34s          
  |+++                                               | 5 % ~33s          
  |++++                                              | 6 % ~32s          
  |++++                                              | 7 % ~32s          
  |+++++                                             | 8 % ~32s          
  |+++++                                             | 9 % ~31s          
  |++++++                                            | 10% ~31s          
  |++++++                                            | 11% ~31s          
  |+++++++                                           | 12% ~31s          
  |+++++++                                           | 13% ~30s          
  |++++++++                                          | 14% ~30s          
  |++++++++                                          | 15% ~29s          
  |+++++++++                                         | 16% ~29s          
  |+++++++++                                         | 17% ~29s          
  |++++++++++                                        | 18% ~29s          
  |++++++++++                                        | 19% ~28s          
  |+++++++++++                                       | 20% ~28s          
  |+++++++++++                                       | 21% ~28s          
  |++++++++++++                                      | 22% ~28s          
  |++++++++++++                                      | 23% ~28s          
  |+++++++++++++                                     | 24% ~28s          
  |+++++++++++++                                     | 26% ~28s          
  |++++++++++++++                                    | 27% ~28s          
  |++++++++++++++                                    | 28% ~27s          
  |+++++++++++++++                                   | 29% ~27s          
  |+++++++++++++++                                   | 30% ~27s          
  |++++++++++++++++                                  | 31% ~26s          
  |++++++++++++++++                                  | 32% ~26s          
  |+++++++++++++++++                                 | 33% ~26s          
  |+++++++++++++++++                                 | 34% ~26s          
  |++++++++++++++++++                                | 35% ~25s          
  |++++++++++++++++++                                | 36% ~25s          
  |+++++++++++++++++++                               | 37% ~25s          
  |+++++++++++++++++++                               | 38% ~24s          
  |++++++++++++++++++++                              | 39% ~24s          
  |++++++++++++++++++++                              | 40% ~24s          
  |+++++++++++++++++++++                             | 41% ~23s          
  |+++++++++++++++++++++                             | 42% ~23s          
  |++++++++++++++++++++++                            | 43% ~23s          
  |++++++++++++++++++++++                            | 44% ~22s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~22s          
  |++++++++++++++++++++++++                          | 47% ~21s          
  |++++++++++++++++++++++++                          | 48% ~21s          
  |+++++++++++++++++++++++++                         | 49% ~20s          
  |+++++++++++++++++++++++++                         | 50% ~20s          
  |++++++++++++++++++++++++++                        | 51% ~20s          
  |+++++++++++++++++++++++++++                       | 52% ~19s          
  |+++++++++++++++++++++++++++                       | 53% ~19s          
  |++++++++++++++++++++++++++++                      | 54% ~19s          
  |++++++++++++++++++++++++++++                      | 55% ~18s          
  |+++++++++++++++++++++++++++++                     | 56% ~18s          
  |+++++++++++++++++++++++++++++                     | 57% ~17s          
  |++++++++++++++++++++++++++++++                    | 58% ~17s          
  |++++++++++++++++++++++++++++++                    | 59% ~17s          
  |+++++++++++++++++++++++++++++++                   | 60% ~16s          
  |+++++++++++++++++++++++++++++++                   | 61% ~16s          
  |++++++++++++++++++++++++++++++++                  | 62% ~15s          
  |++++++++++++++++++++++++++++++++                  | 63% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~14s          
  |++++++++++++++++++++++++++++++++++                | 66% ~14s          
  |++++++++++++++++++++++++++++++++++                | 67% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~13s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=42s  
Calculating cluster L5PT_2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~12s          
  |++                                                | 2 % ~11s          
  |++                                                | 3 % ~11s          
  |+++                                               | 4 % ~10s          
  |+++                                               | 5 % ~10s          
  |++++                                              | 6 % ~10s          
  |++++                                              | 8 % ~10s          
  |+++++                                             | 9 % ~10s          
  |+++++                                             | 10% ~10s          
  |++++++                                            | 11% ~09s          
  |++++++                                            | 12% ~09s          
  |+++++++                                           | 13% ~09s          
  |+++++++                                           | 14% ~09s          
  |++++++++                                          | 15% ~09s          
  |+++++++++                                         | 16% ~09s          
  |+++++++++                                         | 17% ~09s          
  |++++++++++                                        | 18% ~09s          
  |++++++++++                                        | 19% ~08s          
  |+++++++++++                                       | 20% ~08s          
  |+++++++++++                                       | 22% ~08s          
  |++++++++++++                                      | 23% ~08s          
  |++++++++++++                                      | 24% ~08s          
  |+++++++++++++                                     | 25% ~08s          
  |+++++++++++++                                     | 26% ~08s          
  |++++++++++++++                                    | 27% ~08s          
  |++++++++++++++                                    | 28% ~08s          
  |+++++++++++++++                                   | 29% ~07s          
  |++++++++++++++++                                  | 30% ~07s          
  |++++++++++++++++                                  | 31% ~07s          
  |+++++++++++++++++                                 | 32% ~07s          
  |+++++++++++++++++                                 | 33% ~07s          
  |++++++++++++++++++                                | 34% ~07s          
  |++++++++++++++++++                                | 35% ~07s          
  |+++++++++++++++++++                               | 37% ~07s          
  |+++++++++++++++++++                               | 38% ~06s          
  |++++++++++++++++++++                              | 39% ~06s          
  |++++++++++++++++++++                              | 40% ~06s          
  |+++++++++++++++++++++                             | 41% ~06s          
  |+++++++++++++++++++++                             | 42% ~06s          
  |++++++++++++++++++++++                            | 43% ~06s          
  |+++++++++++++++++++++++                           | 44% ~06s          
  |+++++++++++++++++++++++                           | 45% ~06s          
  |++++++++++++++++++++++++                          | 46% ~06s          
  |++++++++++++++++++++++++                          | 47% ~06s          
  |+++++++++++++++++++++++++                         | 48% ~05s          
  |+++++++++++++++++++++++++                         | 49% ~05s          
  |++++++++++++++++++++++++++                        | 51% ~05s          
  |++++++++++++++++++++++++++                        | 52% ~05s          
  |+++++++++++++++++++++++++++                       | 53% ~05s          
  |+++++++++++++++++++++++++++                       | 54% ~05s          
  |++++++++++++++++++++++++++++                      | 55% ~05s          
  |++++++++++++++++++++++++++++                      | 56% ~05s          
  |+++++++++++++++++++++++++++++                     | 57% ~05s          
  |++++++++++++++++++++++++++++++                    | 58% ~04s          
  |++++++++++++++++++++++++++++++                    | 59% ~04s          
  |+++++++++++++++++++++++++++++++                   | 60% ~04s          
  |+++++++++++++++++++++++++++++++                   | 61% ~04s          
  |++++++++++++++++++++++++++++++++                  | 62% ~04s          
  |++++++++++++++++++++++++++++++++                  | 63% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~04s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~04s          
  |++++++++++++++++++++++++++++++++++                | 67% ~04s          
  |++++++++++++++++++++++++++++++++++                | 68% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~03s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~03s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~03s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~03s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~02s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~02s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~00s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=13s  
Calculating cluster L6CT_3

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~30s          
  |++                                                | 2 % ~29s          
  |++                                                | 3 % ~30s          
  |+++                                               | 4 % ~30s          
  |+++                                               | 5 % ~29s          
  |++++                                              | 6 % ~28s          
  |++++                                              | 7 % ~28s          
  |+++++                                             | 8 % ~28s          
  |+++++                                             | 9 % ~27s          
  |++++++                                            | 10% ~27s          
  |++++++                                            | 11% ~27s          
  |+++++++                                           | 12% ~26s          
  |+++++++                                           | 13% ~26s          
  |++++++++                                          | 14% ~26s          
  |++++++++                                          | 15% ~25s          
  |+++++++++                                         | 16% ~25s          
  |+++++++++                                         | 18% ~25s          
  |++++++++++                                        | 19% ~24s          
  |++++++++++                                        | 20% ~24s          
  |+++++++++++                                       | 21% ~24s          
  |+++++++++++                                       | 22% ~24s          
  |++++++++++++                                      | 23% ~23s          
  |++++++++++++                                      | 24% ~23s          
  |+++++++++++++                                     | 25% ~23s          
  |+++++++++++++                                     | 26% ~22s          
  |++++++++++++++                                    | 27% ~22s          
  |++++++++++++++                                    | 28% ~22s          
  |+++++++++++++++                                   | 29% ~21s          
  |+++++++++++++++                                   | 30% ~21s          
  |++++++++++++++++                                  | 31% ~21s          
  |++++++++++++++++                                  | 32% ~20s          
  |+++++++++++++++++                                 | 33% ~20s          
  |++++++++++++++++++                                | 34% ~20s          
  |++++++++++++++++++                                | 35% ~19s          
  |+++++++++++++++++++                               | 36% ~19s          
  |+++++++++++++++++++                               | 37% ~19s          
  |++++++++++++++++++++                              | 38% ~18s          
  |++++++++++++++++++++                              | 39% ~18s          
  |+++++++++++++++++++++                             | 40% ~18s          
  |+++++++++++++++++++++                             | 41% ~17s          
  |++++++++++++++++++++++                            | 42% ~17s          
  |++++++++++++++++++++++                            | 43% ~17s          
  |+++++++++++++++++++++++                           | 44% ~17s          
  |+++++++++++++++++++++++                           | 45% ~16s          
  |++++++++++++++++++++++++                          | 46% ~16s          
  |++++++++++++++++++++++++                          | 47% ~16s          
  |+++++++++++++++++++++++++                         | 48% ~15s          
  |+++++++++++++++++++++++++                         | 49% ~15s          
  |++++++++++++++++++++++++++                        | 51% ~15s          
  |++++++++++++++++++++++++++                        | 52% ~14s          
  |+++++++++++++++++++++++++++                       | 53% ~14s          
  |+++++++++++++++++++++++++++                       | 54% ~14s          
  |++++++++++++++++++++++++++++                      | 55% ~13s          
  |++++++++++++++++++++++++++++                      | 56% ~13s          
  |+++++++++++++++++++++++++++++                     | 57% ~13s          
  |+++++++++++++++++++++++++++++                     | 58% ~13s          
  |++++++++++++++++++++++++++++++                    | 59% ~12s          
  |++++++++++++++++++++++++++++++                    | 60% ~12s          
  |+++++++++++++++++++++++++++++++                   | 61% ~12s          
  |+++++++++++++++++++++++++++++++                   | 62% ~11s          
  |++++++++++++++++++++++++++++++++                  | 63% ~11s          
  |++++++++++++++++++++++++++++++++                  | 64% ~11s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~10s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~10s          
  |++++++++++++++++++++++++++++++++++                | 67% ~10s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~09s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~09s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~09s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~08s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~08s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~07s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~07s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~06s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~02s          
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  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=29s  
Calculating cluster L6CT_1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~29s          
  |++                                                | 2 % ~29s          
  |++                                                | 3 % ~29s          
  |+++                                               | 4 % ~29s          
  |+++                                               | 5 % ~28s          
  |++++                                              | 6 % ~28s          
  |++++                                              | 7 % ~27s          
  |+++++                                             | 9 % ~27s          
  |+++++                                             | 10% ~26s          
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  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=29s  
Calculating cluster L6CT_4

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~14s          
  |+                                                 | 2 % ~13s          
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  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=15s  
Calculating cluster L6CT_2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~16s          
  |++                                                | 2 % ~15s          
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  |+++++++                                           | 13% ~14s          
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  |++++++++++                                        | 19% ~13s          
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  |+++++++++++++++++++                               | 36% ~10s          
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  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=16s  
SaveDotPlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
             subclass.labels, ident.labels,
             "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/", "ENSMODG")
Warning: NAs introduced by coercionSaving 24 x 7 in image
SaveFeaturePlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
                 subclass.labels, ident.labels,
                 "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

PlotSubclassGeneCounts(subclass.markers.opossum.glutamatergic, "subclass", 
                       c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b")) + theme(aspect.ratio = 1)

for (sbcl in subclass.labels) {
  for (id in ident.labels) {
    p <- PlotIdentGeneCounts(markers.opossum.glutamatergic, sbcl, id)
    p <- p + theme(aspect.ratio = 1) # Make plot square
    print(p)
  }
}
NULL

SaveSubclassConfusionMatrices(obj.opossum.glutamatergic, "subclass",
                              c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b"),
                              "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")
Warning: NAs introduced by coercion to integer rangeScale for fill is already present.
Adding another scale for fill, which will replace the existing scale.
SaveIdentConfusionMatrices(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                           "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")


saveRDS(obj.opossum.glutamatergic, "E:/Transcriptomics_V1/Opossum/seurat/opossum_v1_glutamatergic_processed.rds")
---
title: "R Notebook"
output: html_notebook
---

```{r}

library(Seurat)
library(SeuratDisk)
library(reticulate)
library(scrubletR)
library(ggplot2)
library(patchwork)
library(dplyr)
library(data.table)
library(clustree)
library(reshape2)
library(tidyr)
library(tidyverse)
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/tools/seurat_functions.R")
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/xgboost/xgboost_train.R")
source("C:/Ryan/GitHub/trachtenberg-lab/transcriptomics/xgboost/plottingFxns.R")

obj.opossum.glutamatergic <- readRDS("E:/Transcriptomics_V1/Opossum/seurat/opossum_v1_glutamatergic.rds")

```


```{r}

obj.opossum.glutamatergic <- ClusterSCT(obj.opossum.glutamatergic, c(0.1))
PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.1")

```


```{r}

canon.markers <- list(
                    class = c("Slc17a6", "Slc17a7", "Sv2b"),
                    L23 = c("Cux2", "Ccbe1", "Mdga1", "Stard8"),
                    L4 = c("Whrn", "Rorb"),
                    L5IT = c("Bcl11b"),
                    L5NP = c("Nxph1", "Tshz2", "Trhr", "Slc17a8"),
                    L5PT = c("Bcl6", "Erg", "Reln"),
                    L6CT = c("Foxp2", "Syt6"),
                    L6IT = c("Zfp804b", "Cdh9"),
                    L6b = c("Ctgf", "Inpp4b", "Svil")
                      )

# look for canonical markers
DefaultAssay(obj.opossum.glutamatergic) <- "RNA"
Idents(obj.opossum.glutamatergic) <- "SCT_snn_res.0.1"
PlotFeatures(obj.opossum.glutamatergic, canon.markers)
DotPlot(obj.opossum.glutamatergic, features = canon.markers, cols = c("lightgrey", "red"), scale = FALSE) + 
                         theme(axis.text.x = element_text(angle = 90, vjust = 0.25)) + 
                         theme(panel.background = element_rect(fill = "white", color = NA), plot.background = element_rect(fill = "white", color = NA)) + NoLegend()

```


```{r}

obj.opossum.glutamatergic.prefilt <- obj.opossum.glutamatergic
obj.opossum.glutamatergic <- subset(obj.opossum.glutamatergic, idents = c(NA), invert = TRUE)

```


```{r}

obj.opossum.glutamatergic <- ClusterSCT(obj.opossum.glutamatergic, c(0.2, 0.5, 1.5))
PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.1")

canon.markers <- list(
                    class = c("Slc17a6", "Slc17a7", "Sv2b"),
                    L23 = c("Cux2", "Ccbe1", "Mdga1", "Stard8"),
                    L4 = c("Whrn", "Rorb"),
                    L5IT = c("Bcl11b"),
                    L5NP = c("Nxph1", "Tshz2", "Trhr", "Slc17a8"),
                    L5PT = c("Bcl6", "Erg", "Reln"),
                    L6CT = c("Foxp2", "Syt6"),
                    L6IT = c("Zfp804b", "Cdh9"),
                    L6b = c("Ctgf", "Inpp4b", "Svil")
                      )

# look for canonical markers
DefaultAssay(obj.opossum.glutamatergic) <- "RNA"
Idents(obj.opossum.glutamatergic) <- "SCT_snn_res.0.1"
PlotFeatures(obj.opossum.glutamatergic, canon.markers)
DotPlot(obj.opossum.glutamatergic, features = canon.markers, cols = c("lightgrey", "red"), scale = FALSE) + 
                         theme(axis.text.x = element_text(angle = 90, vjust = 0.25)) + 
                         theme(panel.background = element_rect(fill = "white", color = NA), plot.background = element_rect(fill = "white", color = NA)) + NoLegend()

```


```{r}

PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.2")

```


```{r}

PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.0.5")

```


```{r}

PlotClusters(obj.opossum.glutamatergic, group.id = "SCT_snn_res.1.5")

```


```{r}

clustree(obj.opossum.glutamatergic, prefix = "SCT_snn_res.")

```


```{r}

# identify subclasses at each clustering resolution
# do differential expression for clusters within each subclass
# generate plots of top genes for each

subclass.idx.opossum <- list()

subclass.idx.opossum$SCT_snn_res.0.2$IT_A <- c("1", "2")
subclass.idx.opossum$SCT_snn_res.0.5$IT_A <- c("2", "3", "4", "6", "10")
subclass.idx.opossum$SCT_snn_res.1.5$IT_A <- c("1", "2", "5", "9", "10", "11", "12", "13", "14", "16", "23")

subclass.idx.opossum$SCT_snn_res.0.2$IT_C <- c("4")
subclass.idx.opossum$SCT_snn_res.0.5$IT_C <- c("7", "8")
subclass.idx.opossum$SCT_snn_res.1.5$IT_C <- c("3", "15", "24")

subclass.idx.opossum$SCT_snn_res.0.2$IT_B <- c("5")
subclass.idx.opossum$SCT_snn_res.0.5$IT_B <- c("5")
subclass.idx.opossum$SCT_snn_res.1.5$IT_B <- c("6", "19")

subclass.idx.opossum$SCT_snn_res.0.2$IT_D <- c("7")
subclass.idx.opossum$SCT_snn_res.0.5$IT_D <- c("12")
subclass.idx.opossum$SCT_snn_res.1.5$IT_D <- c("22")

subclass.idx.opossum$SCT_snn_res.0.2$L5PT <- c("6")
subclass.idx.opossum$SCT_snn_res.0.5$L5PT <- c("9")
subclass.idx.opossum$SCT_snn_res.1.5$L5PT <- c("18", "21")

subclass.idx.opossum$SCT_snn_res.0.5$L5NP <- c("11")
subclass.idx.opossum$SCT_snn_res.1.5$L5NP <- c("17")

subclass.idx.opossum$SCT_snn_res.0.2$L6CT <- c("3")
subclass.idx.opossum$SCT_snn_res.0.5$L6CT <- c("1")
subclass.idx.opossum$SCT_snn_res.1.5$L6CT <- c("4", "7", "8", "20")

subclass.idx.opossum$SCT_snn_res.0.5$L6b <- c("13")
subclass.idx.opossum$SCT_snn_res.1.5$L6b <- c("25")

obj.opossum.glutamatergic <- SubclassByIdent(obj.opossum.glutamatergic, subclass.idx.opossum)

```


```{r}

subclass.labels <- c("IT_A", "IT_B", "IT_C", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

markers.opossum.glutamatergic <- IdentMarkerDict(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                                        "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_clusters.rds")
SaveDotPlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
             subclass.labels, ident.labels,
             "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/", "ENSMODG")
SaveFeaturePlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
                 subclass.labels, ident.labels,
                 "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

```


```{r}

subclass.labels <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

for (sbcl in subclass.labels) {
  for (id in ident.labels) {
    p <- PlotIdentGeneCounts(markers.opossum.glutamatergic, sbcl, id)
    p <- p + theme(aspect.ratio = 1) # Make plot square
    print(p)
  }
}

```


```{r}

DefaultAssay(obj.opossum.glutamatergic) <- "SCT"
ident = "SCT_snn_res.2"
gene <- "Pvalb"
DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = ident, label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()
FeaturePlot(obj.opossum.glutamatergic, gene, raster = FALSE) + xlim(-18, 18) + ylim(-18, 18) + coord_equal()
VlnPlot(obj.opossum.glutamatergic, gene, group.by = ident)

```


```{r}

# whole-transcriptome cross-validated classification
subclass.labels <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L6CT")
ident.labels <- c("SCT_snn_res.0.2", "SCT_snn_res.0.5", "SCT_snn_res.1.5")

SaveIdentConfusionMatrices(obj.opossum.glutamatergic, subclass.labels, ident.labels, 
                      "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

```


```{r}

# label subclasses and types
obj.opossum.glutamatergic$subclass <- NA
obj.opossum.glutamatergic$type <- NA

subclass.resolutions <- rev(list(IT_A = 0.5, IT_B = 0.5, IT_C = 0.5, IT_D = 0.5, L5PT = 1.5, L5NP = 0.5, L6CT = 1.5, L6b = 0.5))
obj.opossum.glutamatergic <- LabelCells(obj.opossum.glutamatergic, subclass.resolutions)

```


```{r}

DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = "subclass", label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()
DimPlot(obj.opossum.glutamatergic, reduction = "umap", group.by = "type", label = TRUE, raster = FALSE) + NoLegend() + xlim(-18, 18) + ylim(-18, 18) + coord_equal()

```


```{r}

# Plot relative subclass proportions
Idents(obj.opossum.glutamatergic) <- "subclass"
levels(obj.opossum.glutamatergic) <- c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b")

IdentBySample(obj.opossum.glutamatergic, y_limits = c(0, 0.60))

```


```{r}

subclass.labels <- c("IT_A", "IT_B", "IT_C", "L5PT", "L6CT")
ident.labels <- c("type")

subclass.markers.opossum.glutamatergic <- SubclassMarkerDict(obj.opossum.glutamatergic, "subclass",
                                                       "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_subclass.rds")
markers.opossum.glutamatergic <- IdentMarkerDict(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                                        "E:/Transcriptomics_V1/Opossum/seurat/marker_genes/Glutamatergic/markerdict_types.rds")
SaveDotPlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
             subclass.labels, ident.labels,
             "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/", "ENSMODG")
SaveFeaturePlots(obj.opossum.glutamatergic, markers.opossum.glutamatergic,
                 subclass.labels, ident.labels,
                 "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

PlotSubclassGeneCounts(subclass.markers.opossum.glutamatergic, "subclass", 
                       c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b")) + theme(aspect.ratio = 1)
for (sbcl in subclass.labels) {
  for (id in ident.labels) {
    p <- PlotIdentGeneCounts(markers.opossum.glutamatergic, sbcl, id)
    p <- p + theme(aspect.ratio = 1) # Make plot square
    print(p)
  }
}

SaveSubclassConfusionMatrices(obj.opossum.glutamatergic, "subclass",
                              c("IT_A", "IT_B", "IT_C", "IT_D", "L5PT", "L5NP", "L6CT", "L6b"),
                              "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")
SaveIdentConfusionMatrices(obj.opossum.glutamatergic, subclass.labels, ident.labels,
                           "E:/Transcriptomics_V1/Opossum/seurat/cell_types/Glutamatergic/")

```


```{r}

saveRDS(obj.opossum.glutamatergic, "E:/Transcriptomics_V1/Opossum/seurat/opossum_v1_glutamatergic_processed.rds")

```

